import pandas as pd
from rank_bm25 import *
#importing dataset
import pandas as pd
df=pd.read_csv(r'Downloads/UpdatedResumeDataSet.csv')
c=list(df["Resume"])
len(c)
for i in c[:39]:
print(i)
Skills * Programming Languages: Python (pandas, numpy, scipy, scikit-learn, matplotlib), Sql, Java, JavaScript/JQuery. * Machine learning: Regression, SVM, Naïve Bayes, KNN, Random Forest, Decision Trees, Boosting techniques, Cluster Analysis, Word Embedding, Sentiment Analysis, Natural Language processing, Dimensionality reduction, Topic Modelling (LDA, NMF), PCA & Neural Nets. * Database Visualizations: Mysql, SqlServer, Cassandra, Hbase, ElasticSearch D3.js, DC.js, Plotly, kibana, matplotlib, ggplot, Tableau. * Others: Regular Expression, HTML, CSS, Angular 6, Logstash, Kafka, Python Flask, Git, Docker, computer vision - Open CV and understanding of Deep learning.Education Details Data Science Assurance Associate Data Science Assurance Associate - Ernst & Young LLP Skill Details JAVASCRIPT- Exprience - 24 months jQuery- Exprience - 24 months Python- Exprience - 24 monthsCompany Details company - Ernst & Young LLP description - Fraud Investigations and Dispute Services Assurance TECHNOLOGY ASSISTED REVIEW TAR (Technology Assisted Review) assists in accelerating the review process and run analytics and generate reports. * Core member of a team helped in developing automated review platform tool from scratch for assisting E discovery domain, this tool implements predictive coding and topic modelling by automating reviews, resulting in reduced labor costs and time spent during the lawyers review. * Understand the end to end flow of the solution, doing research and development for classification models, predictive analysis and mining of the information present in text data. Worked on analyzing the outputs and precision monitoring for the entire tool. * TAR assists in predictive coding, topic modelling from the evidence by following EY standards. Developed the classifier models in order to identify "red flags" and fraud-related issues. Tools & Technologies: Python, scikit-learn, tfidf, word2vec, doc2vec, cosine similarity, Naïve Bayes, LDA, NMF for topic modelling, Vader and text blob for sentiment analysis. Matplot lib, Tableau dashboard for reporting. MULTIPLE DATA SCIENCE AND ANALYTIC PROJECTS (USA CLIENTS) TEXT ANALYTICS - MOTOR VEHICLE CUSTOMER REVIEW DATA * Received customer feedback survey data for past one year. Performed sentiment (Positive, Negative & Neutral) and time series analysis on customer comments across all 4 categories. * Created heat map of terms by survey category based on frequency of words * Extracted Positive and Negative words across all the Survey categories and plotted Word cloud. * Created customized tableau dashboards for effective reporting and visualizations. CHATBOT * Developed a user friendly chatbot for one of our Products which handle simple questions about hours of operation, reservation options and so on. * This chat bot serves entire product related questions. Giving overview of tool via QA platform and also give recommendation responses so that user question to build chain of relevant answer. * This too has intelligence to build the pipeline of questions as per user requirement and asks the relevant /recommended questions. Tools & Technologies: Python, Natural language processing, NLTK, spacy, topic modelling, Sentiment analysis, Word Embedding, scikit-learn, JavaScript/JQuery, SqlServer INFORMATION GOVERNANCE Organizations to make informed decisions about all of the information they store. The integrated Information Governance portfolio synthesizes intelligence across unstructured data sources and facilitates action to ensure organizations are best positioned to counter information risk. * Scan data from multiple sources of formats and parse different file formats, extract Meta data information, push results for indexing elastic search and created customized, interactive dashboards using kibana. * Preforming ROT Analysis on the data which give information of data which helps identify content that is either Redundant, Outdated, or Trivial. * Preforming full-text search analysis on elastic search with predefined methods which can tag as (PII) personally identifiable information (social security numbers, addresses, names, etc.) which frequently targeted during cyber-attacks. Tools & Technologies: Python, Flask, Elastic Search, Kibana FRAUD ANALYTIC PLATFORM Fraud Analytics and investigative platform to review all red flag cases. ⢠FAP is a Fraud Analytics and investigative platform with inbuilt case manager and suite of Analytics for various ERP systems. * It can be used by clients to interrogate their Accounting systems for identifying the anomalies which can be indicators of fraud by running advanced analytics Tools & Technologies: HTML, JavaScript, SqlServer, JQuery, CSS, Bootstrap, Node.js, D3.js, DC.js Education Details May 2013 to May 2017 B.E UIT-RGPV Data Scientist Data Scientist - Matelabs Skill Details Python- Exprience - Less than 1 year months Statsmodels- Exprience - 12 months AWS- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Sklearn- Exprience - Less than 1 year months Scipy- Exprience - Less than 1 year months Keras- Exprience - Less than 1 year monthsCompany Details company - Matelabs description - ML Platform for business professionals, dummies and enthusiasts. 60/A Koramangala 5th block, Achievements/Tasks behind sukh sagar, Bengaluru, India Developed and deployed auto preprocessing steps of machine learning mainly missing value treatment, outlier detection, encoding, scaling, feature selection and dimensionality reduction. Deployed automated classification and regression model. linkedin.com/in/aditya-rathore- b4600b146 Reasearch and deployed the time series forecasting model ARIMA, SARIMAX, Holt-winter and Prophet. Worked on meta-feature extracting problem. github.com/rathorology Implemented a state of the art research paper on outlier detection for mixed attributes. company - Matelabs description - Areas of Interest Deep Learning, Control System Design, Programming in-Python, Electric Machinery, Web Development, Analytics Technical Activities q Hindustan Aeronautics Limited, Bangalore - For 4 weeks under the guidance of Mr. Satish, Senior Engineer in the hangar of Mirage 2000 fighter aircraft Technical Skills Programming Matlab, Python and Java, LabView, Python WebFrameWork-Django, Flask, LTSPICE-intermediate Languages and and MIPOWER-intermediate, Github (GitBash), Jupyter Notebook, Xampp, MySQL-Basics, Python Software Packages Interpreters-Anaconda, Python2, Python3, Pycharm, Java IDE-Eclipse Operating Systems Windows, Ubuntu, Debian-Kali Linux Education Details January 2019 B.Tech. Electrical and Electronics Engineering Manipal Institute of Technology January 2015 DEEKSHA CENTER January 2013 Little Flower Public School August 2000 Manipal Academy of Higher DATA SCIENCE DATA SCIENCE AND ELECTRICAL ENTHUSIAST Skill Details Data Analysis- Exprience - Less than 1 year months excel- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months mathematics- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year months Electrical Engineering- Exprience - Less than 1 year months Sql- Exprience - Less than 1 year monthsCompany Details company - THEMATHCOMPANY description - I am currently working with a Casino based operator(name not to be disclosed) in Macau.I need to segment the customers who visit their property based on the value the patrons bring into the company.Basically prove that the segmentation can be done in much better way than the current system which they have with proper numbers to back it up.Henceforth they can implement target marketing strategy to attract their customers who add value to the business. Skills ⢠R ⢠Python ⢠SAP HANA ⢠Tableau ⢠SAP HANA SQL ⢠SAP HANA PAL ⢠MS SQL ⢠SAP Lumira ⢠C# ⢠Linear Programming ⢠Data Modelling ⢠Advance Analytics ⢠SCM Analytics ⢠Retail Analytics â¢Social Media Analytics ⢠NLP Education Details January 2017 to January 2018 PGDM Business Analytics Great Lakes Institute of Management & Illinois Institute of Technology January 2013 Bachelor of Engineering Electronics and Communication Bengaluru, Karnataka New Horizon College of Engineering, Bangalore Visvesvaraya Technological University Data Science Consultant Consultant - Deloitte USI Skill Details LINEAR PROGRAMMING- Exprience - 6 months RETAIL- Exprience - 6 months RETAIL MARKETING- Exprience - 6 months SCM- Exprience - 6 months SQL- Exprience - Less than 1 year months Deep Learning- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months R- Exprience - Less than 1 year monthsCompany Details company - Deloitte USI description - The project involved analysing historic deals and coming with insights to optimize future deals. Role: Was given raw data, carried out end to end analysis and presented insights to client. Key Responsibilities: ⢠Extract data from client systems across geographies. ⢠Understand and build reports in tableau. Infer meaningful insights to optimize prices and find out process blockades. Technical Environment: R, Tableau. Industry: Cross Industry Service Area: Cross Industry - Products Project Name: Handwriting recognition Consultant: 3 months. The project involved taking handwritten images and converting them to digital text images by object detection and sentence creation. Role: I was developing sentence correction functionality. Key Responsibilities: ⢠Gather data large enough to capture all English words ⢠Train LSTM models on words. Technical Environment: Python. Industry: Finance Service Area: Financial Services - BI development Project Name: SWIFT Consultant: 8 months. The project was to develop an analytics infrastructure on top of SAP S/4, it would user to view financial reports to respective departments. Reporting also included forecasting expenses. Role: I was leading the offshore team. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop ETL for data flow ⢠Validate various reports. Technical Environment: SAP HANA, Tableau, SAP AO. Industry: Healthcare Analytics Service Area: Life Sciences - Product development Project Name: Clinical Healthcare System Consultant: 2 months. The project was to develop an analytics infrastructure on top of Argus, it would allow users to query faster and provide advance analytics capabilities. Role: I was involved from design to deploy phase, performed a lot of data restructuring and built models for insights. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop and deploy analytical models. ⢠Validate various reports. Technical Environment: Data Modelling, SAP HANA, Tableau, NLP. Industry: FMCG Service Area: Trade & Promotion Project Name: Consumption Based Planning for Flowers Foods Consultant; 8 months. The project involved setting up of CRM and CBP modules. Role: I was involved in key data decomposition activities and setting up the base for future year forecast. Over the course of the project I developed various models and carried out key performance improvements. Key Responsibilities: ⢠Design & Develop HANA models for decomposition. ⢠Develop data flow for forecast. ⢠Developed various views for reporting of Customer/Sales/Funds. ⢠Validate various reports in BOBJ. Technical Environment: Data Modelling, SAP HANA, BOBJ, Time Series Forecasting. Internal Initiative Industry: FMCG Customer Segmentation and RFM analysis Consultant; 3 months. The initiative involved setting up of HANA-Python interface and advance analytics on Python. Over the course I had successfully segmented data into five core segments using K-means and carried out RFM analysis in Python. Also developed algorithm to categorize any new customer under the defined buckets. Technical Environment: Anaconda3, Python3.6, HANA SPS12 Industry: Telecom Invoice state detection Consultant; 1 months. The initiative was to reduce the manual effort in verifying closed and open invoices manually, it involved development to a decision tree to classify open/closed invoices. This enabled effort reduction by 60%. Technical Environment: R, SAP PAL, SAP HANA SPS12 Accenture Experience Industry: Analytics - Cross Industry In Process Analytics for SAP Senior Developer; 19 months. Accenture Solutions Pvt. Ltd., India The project involved development of SAP analytics tool - In Process Analytics (IPA) . My role was to develop database objects and data models to provide operational insights to clients. Role: I have developed various Finance related KPIs and spearheaded various deployments. Introduced SAP Predictive analytics to reduce development time and reuse functionalities for KPIs and prepared production planning reports. Key Responsibilities: ⢠Involved in information gather phase. ⢠Designed and implemented SAP HANA data modelling using Attribute View, Analytic View, and Calculation View. ⢠Developed various KPI's individually using complex SQL scripts in Calculation views. ⢠Created procedures in HANA Database. ⢠Took ownership and developed Dashboard functionality. ⢠Involved in building data processing algorithms to be executed in R server for cluster analysis. Technical Environment: R, SAP HANA, T-SQL. Industry: Cross Industry Accenture Testing Accelerator for SAP Database Developer; 21 months. Accenture Solutions Pvt. Ltd., India Role: I have taken care of all development activities for the ATAS tool and have also completed various deployments of the product. Apart from these activities I was also actively involved in maintenance of the database servers (Production & Quality) Key Responsibilities: ⢠Analyzing business requirements, understanding the scope, getting requirements clarified interacting with business and further transform all requirements to generate attribute mapping documents and reviewing mapping specification documentation ⢠Create / Update database objects like tables, views, stored procedures, function, and packages ⢠Monitored SQL Server Error Logs and Application Logs through SQL Server Agent ⢠Prepared Data Flow Diagrams, Entity Relationship Diagrams using UML ⢠Responsible for Designing, developing and Normalization of database tables ⢠Experience in performance tuning using SQL profiler. ⢠Involved in QA, UAT, knowledge transfer and support activities Technical Environment: SQL Server 2008/2014, Visual Studio 2010, Windows Server, Performance Monitor, SQL Server Profiler, C#, PL-SQL, T-SQL. Education Details MCA YMCAUST, Faridabad, Haryana Data Science internship Skill Details Data Structure- Exprience - Less than 1 year months C- Exprience - Less than 1 year months Data Analysis- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Core Java- Exprience - Less than 1 year months Database Management- Exprience - Less than 1 year monthsCompany Details company - Itechpower description - SKILLS C Basics, IOT, Python, MATLAB, Data Science, Machine Learning, HTML, Microsoft Word, Microsoft Excel, Microsoft Powerpoint. RECOGNITION Academic Secured First place in B.Tech.Education Details August 2014 to May 2018 B.Tech. Ghatkesar, Andhra Pradesh Aurora's Scientific and Technological Institute June 2012 to May 2014 Secondary Education Warangal, Telangana SR Junior College Data Science Skill Details MS OFFICE- Exprience - Less than 1 year months C- Exprience - Less than 1 year months machine learning- Exprience - Less than 1 year months data science- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year monthsCompany Details company - description - Skills ⢠Python ⢠Tableau ⢠Data Visualization ⢠R Studio ⢠Machine Learning ⢠Statistics IABAC Certified Data Scientist with versatile experience over 1+ years in managing business, data science consulting and leading innovation projects, bringing business ideas to working real world solutions. Being a strong advocator of augmented era, where human capabilities are enhanced by machines, Fahed is passionate about bringing business concepts in area of machine learning, AI, robotics etc., to real life solutions.Education Details January 2017 B. Tech Computer Science & Engineering Mohali, Punjab Indo Global College of Engineering Data Science Consultant Data Science Consultant - Datamites Skill Details MACHINE LEARNING- Exprience - 13 months PYTHON- Exprience - 24 months SOLUTIONS- Exprience - 24 months DATA SCIENCE- Exprience - 24 months DATA VISUALIZATION- Exprience - 24 months Tableau- Exprience - 24 monthsCompany Details company - Datamites description - ⢠Analyzed and processed complex data sets using advanced querying, visualization and analytics tools. ⢠Responsible for loading, extracting and validation of client data. ⢠Worked on manipulating, cleaning & processing data using python. ⢠Used Tableau for data visualization. company - Heretic Solutions Pvt Ltd description - ⢠Worked closely with business to identify issues and used data to propose solutions for effective decision making. ⢠Manipulating, cleansing & processing data using Python, Excel and R. ⢠Analyzed raw data, drawing conclusions & developing recommendations. ⢠Used machine learning tools and statistical techniques to produce solutions to problems. Education Details B.Tech Rayat and Bahra Institute of Engineering and Biotechnology Data Science Data Science Skill Details Numpy- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months Tensorflow- Exprience - Less than 1 year months Scikit- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months GCP- Exprience - Less than 1 year months Pandas- Exprience - Less than 1 year months Neural Network- Exprience - Less than 1 year monthsCompany Details company - Wipro description - Bhawana Aggarwal E-Mail:bhawana.chd@gmail.com Phone: 09876971076 VVersatile, high-energy professional targeting challenging assignments in Machine PROFILE SUMMARY ⪠An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. TECHNICAL SKILLS Programming Languages Python, C Libraries Seaborn, Numpy, Pandas, Cufflinks, Matplotlib Algorithms KNN, Decision Tree, Linear regression, Logistic Regression, Neural Networks, K means clustering, Tensorflow, SVM Databases SQL, Oracle Operating Systems Linux, Window Development Environments NetBeans, Notebooks, Sublime Ticketing tools Service Now, Remedy Education UG Education: B.Tech (Computer Science) from Rayat and Bahra Institute of Engineering and Biotechnology passed with 78.4%in 2016. Schooling: XII in 2012 from Moti Ram Arya Sr. Secondary School(Passed with 78.4%) X in 2010 from Valley Public School (Passed with 9.4 CGPA) WORK EXPERINCE Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. OTHER PROJECTS Title : Diabetes Detection Brief : Developed the software which can detect whether the person is suffering from Diabetes or not and got the third prize in it. TRAINING AND CERTIFICATIONS Title: Python Training, Machine Learning, Data Science, Deep Learning Organization: Udemy, Coursera (Machine Learning, Deep Learning) Personal Profile Fatherâs Name :Mr. Tirlok Aggarwal Language Known : English & Hindi Marital Status :Single Date of Birth(Gender):1993-12-20(YYYY-MM-DD) (F) company - Wipro description - Developing programs in Python. company - Wipro description - Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. company - Wipro Technologies description - An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. Personal Skills ⢠Ability to quickly grasp technical aspects and willingness to learn ⢠High energy levels & Result oriented. Education Details January 2018 Master of Engineering Computer Technology & Application Bhopal, Madhya Pradesh Truba Institute of Engineering & Information Technology January 2010 B.E. computer science Bhopal, Madhya Pradesh RKDF Institute of Science and Technology College of Engineering January 2006 Polytechnic Information Technology Vidisha, Madhya Pradesh SATI Engineering College in Vidisha January 2003 M.tech Thesis Detail BMCH School in Ganj basoda Data science I have six month experience in Data Science. Key Skills: - Experience in Machine Learning, Deep Leaning, NLP, Python, SQL, Web Scraping Good knowledge in computer subjects and ability to update Skill Details Experience in Machine Learning, Deep Learning, NLP, Python, SQL, Web Crawling, HTML,CSS.- Exprience - Less than 1 year monthsCompany Details company - RNT.AI Technology Solution description - Text classification using Machine learning Algorithms with python. Practical knowledge of Deep learning algorithms such as  Recurrent Neural Networks(RNN). Develop custom data models and algorithms to apply to dataset Experience with Python packages like Pandas, Scikit-learn, Tensor Flow, Numpy, Matplotliv, NLTK. Comfort with SQL,  MYSQL Sentiment analysis.  Apply leave Dataset using classification technique like Tf--idf , LSA with cosine similarity using Machine learning Algorithms. Web crawling using Selenium web driver and Beautiful Soup with python. company - Life Insurance Corporation of India Bhopal description - ü Explaining policy features and the benefits ü Updated knowledge of life insurance products and shared with customers Expertise â Data and Quantitative Analysis â Decision Analytics â Predictive Modeling â Data-Driven Personalization â KPI Dashboards â Big Data Queries and Interpretation â Data Mining and Visualization Tools â Machine Learning Algorithms â Business Intelligence (BI) â Research, Reports and Forecasts Education Details PGP in Data Science Mumbai, Maharashtra Aegis School of data science & Business B.E. in Electronics & Communication Electronics & Communication Indore, Madhya Pradesh IES IPS Academy Data Scientist Data Scientist with PR Canada Skill Details Algorithms- Exprience - 6 months BI- Exprience - 6 months Business Intelligence- Exprience - 6 months Machine Learning- Exprience - 24 months Visualization- Exprience - 24 months spark- Exprience - 24 months python- Exprience - 36 months tableau- Exprience - 36 months Data Analysis- Exprience - 24 monthsCompany Details company - Aegis school of Data Science & Business description - Mostly working on industry project for providing solution along with Teaching Appointments: Teach undergraduate and graduate-level courses in Spark and Machine Learning as an adjunct faculty member at Aegis School of Data Science, Mumbai (2017 to Present) company - Aegis school of Data & Business description - Data Science Intern, Nov 2015 to Jan 2016 Furnish executive leadership team with insights, analytics, reports and recommendations enabling effective strategic planning across all business units, distribution channels and product lines. â Chat Bot using AWS LEX and Tensor flow Python The goal of project creates a chat bot for an academic institution or university to handle queries related courses offered by that institute. The objective of this task is to reduce human efforts as well as reduce man made errors. Even by this companies handle their client 24x7. In this case companies are academic institutions and clients are participants or students. â Web scraping using Selenium web driver Python The task is to scrap the data from the online messaging portal in a text format and have to find the pattern form it. â Data Visualization and Data insights Hadoop Eco System, Hive, PySpark, QlikSense The goal of this project is to build a Business Solutions to a Internet Service Provider Company, like handling data which is generated per day basis, for that we have to visualize that data and find the usage pattern form it and have a generate a reports. â Image Based Fraud Detection Microsoft Face API, PySpark, Open CV The main goal of project is Recognize similarity for a face to given Database images. Face recognition is the recognizing a special face from set of different faces. Face is extracted and then compared with the database Image if that Image recognized then the person already applied for loan from somewhere else and now hiding his or her identity, this is how we are going to prevent the frauds in the initial stage itself. â Churn Analysis for Internet Service Provider R, Python, Machine Learning, Hadoop The objective is to identify the customer who is likely to churn in a given period of time; we have to pretend the customer giving incentive offers. â Sentiment Analysis Python, NLP, Apache Spark service in IBM Bluemix. This project is highly emphasis on tweets from Twitter data were taken for mobile networks service provider to do a sentiment analysis and analyze whether the expressed opinion was positive, negative or neutral, capture the emotions of the tweets and comparative analysis. Quantifiable Results: â Mentored 7-12 Data Science Enthusiast each year that have all since gone on to graduate school in Data Science and Business Analytics. â Reviewed and evaluated 20-40 Research Papers on Data Science for one of the largest Data Science Conference called Data Science Congress by Aegis School of Business Mumbai. â Heading a solution providing organization called Data Science Delivered into Aegis school of Data Science Mumbai and managed 4-5 live projects using Data Science techniques. â Working for some social cause with the help of Data Science for Social Goods Committee, where our team developed a product called "Let's find a missing Child" for helping society. company - IBM India pvt ltd description - Mostly worked on blumix and IBM Watson for Data science. Skills * Programming Languages: Python (pandas, numpy, scipy, scikit-learn, matplotlib), Sql, Java, JavaScript/JQuery. * Machine learning: Regression, SVM, Naïve Bayes, KNN, Random Forest, Decision Trees, Boosting techniques, Cluster Analysis, Word Embedding, Sentiment Analysis, Natural Language processing, Dimensionality reduction, Topic Modelling (LDA, NMF), PCA & Neural Nets. * Database Visualizations: Mysql, SqlServer, Cassandra, Hbase, ElasticSearch D3.js, DC.js, Plotly, kibana, matplotlib, ggplot, Tableau. * Others: Regular Expression, HTML, CSS, Angular 6, Logstash, Kafka, Python Flask, Git, Docker, computer vision - Open CV and understanding of Deep learning.Education Details Data Science Assurance Associate Data Science Assurance Associate - Ernst & Young LLP Skill Details JAVASCRIPT- Exprience - 24 months jQuery- Exprience - 24 months Python- Exprience - 24 monthsCompany Details company - Ernst & Young LLP description - Fraud Investigations and Dispute Services Assurance TECHNOLOGY ASSISTED REVIEW TAR (Technology Assisted Review) assists in accelerating the review process and run analytics and generate reports. * Core member of a team helped in developing automated review platform tool from scratch for assisting E discovery domain, this tool implements predictive coding and topic modelling by automating reviews, resulting in reduced labor costs and time spent during the lawyers review. * Understand the end to end flow of the solution, doing research and development for classification models, predictive analysis and mining of the information present in text data. Worked on analyzing the outputs and precision monitoring for the entire tool. * TAR assists in predictive coding, topic modelling from the evidence by following EY standards. Developed the classifier models in order to identify "red flags" and fraud-related issues. Tools & Technologies: Python, scikit-learn, tfidf, word2vec, doc2vec, cosine similarity, Naïve Bayes, LDA, NMF for topic modelling, Vader and text blob for sentiment analysis. Matplot lib, Tableau dashboard for reporting. MULTIPLE DATA SCIENCE AND ANALYTIC PROJECTS (USA CLIENTS) TEXT ANALYTICS - MOTOR VEHICLE CUSTOMER REVIEW DATA * Received customer feedback survey data for past one year. Performed sentiment (Positive, Negative & Neutral) and time series analysis on customer comments across all 4 categories. * Created heat map of terms by survey category based on frequency of words * Extracted Positive and Negative words across all the Survey categories and plotted Word cloud. * Created customized tableau dashboards for effective reporting and visualizations. CHATBOT * Developed a user friendly chatbot for one of our Products which handle simple questions about hours of operation, reservation options and so on. * This chat bot serves entire product related questions. Giving overview of tool via QA platform and also give recommendation responses so that user question to build chain of relevant answer. * This too has intelligence to build the pipeline of questions as per user requirement and asks the relevant /recommended questions. Tools & Technologies: Python, Natural language processing, NLTK, spacy, topic modelling, Sentiment analysis, Word Embedding, scikit-learn, JavaScript/JQuery, SqlServer INFORMATION GOVERNANCE Organizations to make informed decisions about all of the information they store. The integrated Information Governance portfolio synthesizes intelligence across unstructured data sources and facilitates action to ensure organizations are best positioned to counter information risk. * Scan data from multiple sources of formats and parse different file formats, extract Meta data information, push results for indexing elastic search and created customized, interactive dashboards using kibana. * Preforming ROT Analysis on the data which give information of data which helps identify content that is either Redundant, Outdated, or Trivial. * Preforming full-text search analysis on elastic search with predefined methods which can tag as (PII) personally identifiable information (social security numbers, addresses, names, etc.) which frequently targeted during cyber-attacks. Tools & Technologies: Python, Flask, Elastic Search, Kibana FRAUD ANALYTIC PLATFORM Fraud Analytics and investigative platform to review all red flag cases. ⢠FAP is a Fraud Analytics and investigative platform with inbuilt case manager and suite of Analytics for various ERP systems. * It can be used by clients to interrogate their Accounting systems for identifying the anomalies which can be indicators of fraud by running advanced analytics Tools & Technologies: HTML, JavaScript, SqlServer, JQuery, CSS, Bootstrap, Node.js, D3.js, DC.js Education Details May 2013 to May 2017 B.E UIT-RGPV Data Scientist Data Scientist - Matelabs Skill Details Python- Exprience - Less than 1 year months Statsmodels- Exprience - 12 months AWS- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Sklearn- Exprience - Less than 1 year months Scipy- Exprience - Less than 1 year months Keras- Exprience - Less than 1 year monthsCompany Details company - Matelabs description - ML Platform for business professionals, dummies and enthusiasts. 60/A Koramangala 5th block, Achievements/Tasks behind sukh sagar, Bengaluru, India Developed and deployed auto preprocessing steps of machine learning mainly missing value treatment, outlier detection, encoding, scaling, feature selection and dimensionality reduction. Deployed automated classification and regression model. linkedin.com/in/aditya-rathore- b4600b146 Reasearch and deployed the time series forecasting model ARIMA, SARIMAX, Holt-winter and Prophet. Worked on meta-feature extracting problem. github.com/rathorology Implemented a state of the art research paper on outlier detection for mixed attributes. company - Matelabs description - Areas of Interest Deep Learning, Control System Design, Programming in-Python, Electric Machinery, Web Development, Analytics Technical Activities q Hindustan Aeronautics Limited, Bangalore - For 4 weeks under the guidance of Mr. Satish, Senior Engineer in the hangar of Mirage 2000 fighter aircraft Technical Skills Programming Matlab, Python and Java, LabView, Python WebFrameWork-Django, Flask, LTSPICE-intermediate Languages and and MIPOWER-intermediate, Github (GitBash), Jupyter Notebook, Xampp, MySQL-Basics, Python Software Packages Interpreters-Anaconda, Python2, Python3, Pycharm, Java IDE-Eclipse Operating Systems Windows, Ubuntu, Debian-Kali Linux Education Details January 2019 B.Tech. Electrical and Electronics Engineering Manipal Institute of Technology January 2015 DEEKSHA CENTER January 2013 Little Flower Public School August 2000 Manipal Academy of Higher DATA SCIENCE DATA SCIENCE AND ELECTRICAL ENTHUSIAST Skill Details Data Analysis- Exprience - Less than 1 year months excel- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months mathematics- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year months Electrical Engineering- Exprience - Less than 1 year months Sql- Exprience - Less than 1 year monthsCompany Details company - THEMATHCOMPANY description - I am currently working with a Casino based operator(name not to be disclosed) in Macau.I need to segment the customers who visit their property based on the value the patrons bring into the company.Basically prove that the segmentation can be done in much better way than the current system which they have with proper numbers to back it up.Henceforth they can implement target marketing strategy to attract their customers who add value to the business. Skills ⢠R ⢠Python ⢠SAP HANA ⢠Tableau ⢠SAP HANA SQL ⢠SAP HANA PAL ⢠MS SQL ⢠SAP Lumira ⢠C# ⢠Linear Programming ⢠Data Modelling ⢠Advance Analytics ⢠SCM Analytics ⢠Retail Analytics â¢Social Media Analytics ⢠NLP Education Details January 2017 to January 2018 PGDM Business Analytics Great Lakes Institute of Management & Illinois Institute of Technology January 2013 Bachelor of Engineering Electronics and Communication Bengaluru, Karnataka New Horizon College of Engineering, Bangalore Visvesvaraya Technological University Data Science Consultant Consultant - Deloitte USI Skill Details LINEAR PROGRAMMING- Exprience - 6 months RETAIL- Exprience - 6 months RETAIL MARKETING- Exprience - 6 months SCM- Exprience - 6 months SQL- Exprience - Less than 1 year months Deep Learning- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months R- Exprience - Less than 1 year monthsCompany Details company - Deloitte USI description - The project involved analysing historic deals and coming with insights to optimize future deals. Role: Was given raw data, carried out end to end analysis and presented insights to client. Key Responsibilities: ⢠Extract data from client systems across geographies. ⢠Understand and build reports in tableau. Infer meaningful insights to optimize prices and find out process blockades. Technical Environment: R, Tableau. Industry: Cross Industry Service Area: Cross Industry - Products Project Name: Handwriting recognition Consultant: 3 months. The project involved taking handwritten images and converting them to digital text images by object detection and sentence creation. Role: I was developing sentence correction functionality. Key Responsibilities: ⢠Gather data large enough to capture all English words ⢠Train LSTM models on words. Technical Environment: Python. Industry: Finance Service Area: Financial Services - BI development Project Name: SWIFT Consultant: 8 months. The project was to develop an analytics infrastructure on top of SAP S/4, it would user to view financial reports to respective departments. Reporting also included forecasting expenses. Role: I was leading the offshore team. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop ETL for data flow ⢠Validate various reports. Technical Environment: SAP HANA, Tableau, SAP AO. Industry: Healthcare Analytics Service Area: Life Sciences - Product development Project Name: Clinical Healthcare System Consultant: 2 months. The project was to develop an analytics infrastructure on top of Argus, it would allow users to query faster and provide advance analytics capabilities. Role: I was involved from design to deploy phase, performed a lot of data restructuring and built models for insights. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop and deploy analytical models. ⢠Validate various reports. Technical Environment: Data Modelling, SAP HANA, Tableau, NLP. Industry: FMCG Service Area: Trade & Promotion Project Name: Consumption Based Planning for Flowers Foods Consultant; 8 months. The project involved setting up of CRM and CBP modules. Role: I was involved in key data decomposition activities and setting up the base for future year forecast. Over the course of the project I developed various models and carried out key performance improvements. Key Responsibilities: ⢠Design & Develop HANA models for decomposition. ⢠Develop data flow for forecast. ⢠Developed various views for reporting of Customer/Sales/Funds. ⢠Validate various reports in BOBJ. Technical Environment: Data Modelling, SAP HANA, BOBJ, Time Series Forecasting. Internal Initiative Industry: FMCG Customer Segmentation and RFM analysis Consultant; 3 months. The initiative involved setting up of HANA-Python interface and advance analytics on Python. Over the course I had successfully segmented data into five core segments using K-means and carried out RFM analysis in Python. Also developed algorithm to categorize any new customer under the defined buckets. Technical Environment: Anaconda3, Python3.6, HANA SPS12 Industry: Telecom Invoice state detection Consultant; 1 months. The initiative was to reduce the manual effort in verifying closed and open invoices manually, it involved development to a decision tree to classify open/closed invoices. This enabled effort reduction by 60%. Technical Environment: R, SAP PAL, SAP HANA SPS12 Accenture Experience Industry: Analytics - Cross Industry In Process Analytics for SAP Senior Developer; 19 months. Accenture Solutions Pvt. Ltd., India The project involved development of SAP analytics tool - In Process Analytics (IPA) . My role was to develop database objects and data models to provide operational insights to clients. Role: I have developed various Finance related KPIs and spearheaded various deployments. Introduced SAP Predictive analytics to reduce development time and reuse functionalities for KPIs and prepared production planning reports. Key Responsibilities: ⢠Involved in information gather phase. ⢠Designed and implemented SAP HANA data modelling using Attribute View, Analytic View, and Calculation View. ⢠Developed various KPI's individually using complex SQL scripts in Calculation views. ⢠Created procedures in HANA Database. ⢠Took ownership and developed Dashboard functionality. ⢠Involved in building data processing algorithms to be executed in R server for cluster analysis. Technical Environment: R, SAP HANA, T-SQL. Industry: Cross Industry Accenture Testing Accelerator for SAP Database Developer; 21 months. Accenture Solutions Pvt. Ltd., India Role: I have taken care of all development activities for the ATAS tool and have also completed various deployments of the product. Apart from these activities I was also actively involved in maintenance of the database servers (Production & Quality) Key Responsibilities: ⢠Analyzing business requirements, understanding the scope, getting requirements clarified interacting with business and further transform all requirements to generate attribute mapping documents and reviewing mapping specification documentation ⢠Create / Update database objects like tables, views, stored procedures, function, and packages ⢠Monitored SQL Server Error Logs and Application Logs through SQL Server Agent ⢠Prepared Data Flow Diagrams, Entity Relationship Diagrams using UML ⢠Responsible for Designing, developing and Normalization of database tables ⢠Experience in performance tuning using SQL profiler. ⢠Involved in QA, UAT, knowledge transfer and support activities Technical Environment: SQL Server 2008/2014, Visual Studio 2010, Windows Server, Performance Monitor, SQL Server Profiler, C#, PL-SQL, T-SQL. Education Details MCA YMCAUST, Faridabad, Haryana Data Science internship Skill Details Data Structure- Exprience - Less than 1 year months C- Exprience - Less than 1 year months Data Analysis- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Core Java- Exprience - Less than 1 year months Database Management- Exprience - Less than 1 year monthsCompany Details company - Itechpower description - SKILLS C Basics, IOT, Python, MATLAB, Data Science, Machine Learning, HTML, Microsoft Word, Microsoft Excel, Microsoft Powerpoint. RECOGNITION Academic Secured First place in B.Tech.Education Details August 2014 to May 2018 B.Tech. Ghatkesar, Andhra Pradesh Aurora's Scientific and Technological Institute June 2012 to May 2014 Secondary Education Warangal, Telangana SR Junior College Data Science Skill Details MS OFFICE- Exprience - Less than 1 year months C- Exprience - Less than 1 year months machine learning- Exprience - Less than 1 year months data science- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year monthsCompany Details company - description - Skills ⢠Python ⢠Tableau ⢠Data Visualization ⢠R Studio ⢠Machine Learning ⢠Statistics IABAC Certified Data Scientist with versatile experience over 1+ years in managing business, data science consulting and leading innovation projects, bringing business ideas to working real world solutions. Being a strong advocator of augmented era, where human capabilities are enhanced by machines, Fahed is passionate about bringing business concepts in area of machine learning, AI, robotics etc., to real life solutions.Education Details January 2017 B. Tech Computer Science & Engineering Mohali, Punjab Indo Global College of Engineering Data Science Consultant Data Science Consultant - Datamites Skill Details MACHINE LEARNING- Exprience - 13 months PYTHON- Exprience - 24 months SOLUTIONS- Exprience - 24 months DATA SCIENCE- Exprience - 24 months DATA VISUALIZATION- Exprience - 24 months Tableau- Exprience - 24 monthsCompany Details company - Datamites description - ⢠Analyzed and processed complex data sets using advanced querying, visualization and analytics tools. ⢠Responsible for loading, extracting and validation of client data. ⢠Worked on manipulating, cleaning & processing data using python. ⢠Used Tableau for data visualization. company - Heretic Solutions Pvt Ltd description - ⢠Worked closely with business to identify issues and used data to propose solutions for effective decision making. ⢠Manipulating, cleansing & processing data using Python, Excel and R. ⢠Analyzed raw data, drawing conclusions & developing recommendations. ⢠Used machine learning tools and statistical techniques to produce solutions to problems. Education Details B.Tech Rayat and Bahra Institute of Engineering and Biotechnology Data Science Data Science Skill Details Numpy- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months Tensorflow- Exprience - Less than 1 year months Scikit- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months GCP- Exprience - Less than 1 year months Pandas- Exprience - Less than 1 year months Neural Network- Exprience - Less than 1 year monthsCompany Details company - Wipro description - Bhawana Aggarwal E-Mail:bhawana.chd@gmail.com Phone: 09876971076 VVersatile, high-energy professional targeting challenging assignments in Machine PROFILE SUMMARY ⪠An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. TECHNICAL SKILLS Programming Languages Python, C Libraries Seaborn, Numpy, Pandas, Cufflinks, Matplotlib Algorithms KNN, Decision Tree, Linear regression, Logistic Regression, Neural Networks, K means clustering, Tensorflow, SVM Databases SQL, Oracle Operating Systems Linux, Window Development Environments NetBeans, Notebooks, Sublime Ticketing tools Service Now, Remedy Education UG Education: B.Tech (Computer Science) from Rayat and Bahra Institute of Engineering and Biotechnology passed with 78.4%in 2016. Schooling: XII in 2012 from Moti Ram Arya Sr. Secondary School(Passed with 78.4%) X in 2010 from Valley Public School (Passed with 9.4 CGPA) WORK EXPERINCE Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. OTHER PROJECTS Title : Diabetes Detection Brief : Developed the software which can detect whether the person is suffering from Diabetes or not and got the third prize in it. TRAINING AND CERTIFICATIONS Title: Python Training, Machine Learning, Data Science, Deep Learning Organization: Udemy, Coursera (Machine Learning, Deep Learning) Personal Profile Fatherâs Name :Mr. Tirlok Aggarwal Language Known : English & Hindi Marital Status :Single Date of Birth(Gender):1993-12-20(YYYY-MM-DD) (F) company - Wipro description - Developing programs in Python. company - Wipro description - Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. company - Wipro Technologies description - An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. Personal Skills ⢠Ability to quickly grasp technical aspects and willingness to learn ⢠High energy levels & Result oriented. Education Details January 2018 Master of Engineering Computer Technology & Application Bhopal, Madhya Pradesh Truba Institute of Engineering & Information Technology January 2010 B.E. computer science Bhopal, Madhya Pradesh RKDF Institute of Science and Technology College of Engineering January 2006 Polytechnic Information Technology Vidisha, Madhya Pradesh SATI Engineering College in Vidisha January 2003 M.tech Thesis Detail BMCH School in Ganj basoda Data science I have six month experience in Data Science. Key Skills: - Experience in Machine Learning, Deep Leaning, NLP, Python, SQL, Web Scraping Good knowledge in computer subjects and ability to update Skill Details Experience in Machine Learning, Deep Learning, NLP, Python, SQL, Web Crawling, HTML,CSS.- Exprience - Less than 1 year monthsCompany Details company - RNT.AI Technology Solution description - Text classification using Machine learning Algorithms with python. Practical knowledge of Deep learning algorithms such as  Recurrent Neural Networks(RNN). Develop custom data models and algorithms to apply to dataset Experience with Python packages like Pandas, Scikit-learn, Tensor Flow, Numpy, Matplotliv, NLTK. Comfort with SQL,  MYSQL Sentiment analysis.  Apply leave Dataset using classification technique like Tf--idf , LSA with cosine similarity using Machine learning Algorithms. Web crawling using Selenium web driver and Beautiful Soup with python. company - Life Insurance Corporation of India Bhopal description - ü Explaining policy features and the benefits ü Updated knowledge of life insurance products and shared with customers Expertise â Data and Quantitative Analysis â Decision Analytics â Predictive Modeling â Data-Driven Personalization â KPI Dashboards â Big Data Queries and Interpretation â Data Mining and Visualization Tools â Machine Learning Algorithms â Business Intelligence (BI) â Research, Reports and Forecasts Education Details PGP in Data Science Mumbai, Maharashtra Aegis School of data science & Business B.E. in Electronics & Communication Electronics & Communication Indore, Madhya Pradesh IES IPS Academy Data Scientist Data Scientist with PR Canada Skill Details Algorithms- Exprience - 6 months BI- Exprience - 6 months Business Intelligence- Exprience - 6 months Machine Learning- Exprience - 24 months Visualization- Exprience - 24 months spark- Exprience - 24 months python- Exprience - 36 months tableau- Exprience - 36 months Data Analysis- Exprience - 24 monthsCompany Details company - Aegis school of Data Science & Business description - Mostly working on industry project for providing solution along with Teaching Appointments: Teach undergraduate and graduate-level courses in Spark and Machine Learning as an adjunct faculty member at Aegis School of Data Science, Mumbai (2017 to Present) company - Aegis school of Data & Business description - Data Science Intern, Nov 2015 to Jan 2016 Furnish executive leadership team with insights, analytics, reports and recommendations enabling effective strategic planning across all business units, distribution channels and product lines. â Chat Bot using AWS LEX and Tensor flow Python The goal of project creates a chat bot for an academic institution or university to handle queries related courses offered by that institute. The objective of this task is to reduce human efforts as well as reduce man made errors. Even by this companies handle their client 24x7. In this case companies are academic institutions and clients are participants or students. â Web scraping using Selenium web driver Python The task is to scrap the data from the online messaging portal in a text format and have to find the pattern form it. â Data Visualization and Data insights Hadoop Eco System, Hive, PySpark, QlikSense The goal of this project is to build a Business Solutions to a Internet Service Provider Company, like handling data which is generated per day basis, for that we have to visualize that data and find the usage pattern form it and have a generate a reports. â Image Based Fraud Detection Microsoft Face API, PySpark, Open CV The main goal of project is Recognize similarity for a face to given Database images. Face recognition is the recognizing a special face from set of different faces. Face is extracted and then compared with the database Image if that Image recognized then the person already applied for loan from somewhere else and now hiding his or her identity, this is how we are going to prevent the frauds in the initial stage itself. â Churn Analysis for Internet Service Provider R, Python, Machine Learning, Hadoop The objective is to identify the customer who is likely to churn in a given period of time; we have to pretend the customer giving incentive offers. â Sentiment Analysis Python, NLP, Apache Spark service in IBM Bluemix. This project is highly emphasis on tweets from Twitter data were taken for mobile networks service provider to do a sentiment analysis and analyze whether the expressed opinion was positive, negative or neutral, capture the emotions of the tweets and comparative analysis. Quantifiable Results: â Mentored 7-12 Data Science Enthusiast each year that have all since gone on to graduate school in Data Science and Business Analytics. â Reviewed and evaluated 20-40 Research Papers on Data Science for one of the largest Data Science Conference called Data Science Congress by Aegis School of Business Mumbai. â Heading a solution providing organization called Data Science Delivered into Aegis school of Data Science Mumbai and managed 4-5 live projects using Data Science techniques. â Working for some social cause with the help of Data Science for Social Goods Committee, where our team developed a product called "Let's find a missing Child" for helping society. company - IBM India pvt ltd description - Mostly worked on blumix and IBM Watson for Data science. Skills * Programming Languages: Python (pandas, numpy, scipy, scikit-learn, matplotlib), Sql, Java, JavaScript/JQuery. * Machine learning: Regression, SVM, Naïve Bayes, KNN, Random Forest, Decision Trees, Boosting techniques, Cluster Analysis, Word Embedding, Sentiment Analysis, Natural Language processing, Dimensionality reduction, Topic Modelling (LDA, NMF), PCA & Neural Nets. * Database Visualizations: Mysql, SqlServer, Cassandra, Hbase, ElasticSearch D3.js, DC.js, Plotly, kibana, matplotlib, ggplot, Tableau. * Others: Regular Expression, HTML, CSS, Angular 6, Logstash, Kafka, Python Flask, Git, Docker, computer vision - Open CV and understanding of Deep learning.Education Details Data Science Assurance Associate Data Science Assurance Associate - Ernst & Young LLP Skill Details JAVASCRIPT- Exprience - 24 months jQuery- Exprience - 24 months Python- Exprience - 24 monthsCompany Details company - Ernst & Young LLP description - Fraud Investigations and Dispute Services Assurance TECHNOLOGY ASSISTED REVIEW TAR (Technology Assisted Review) assists in accelerating the review process and run analytics and generate reports. * Core member of a team helped in developing automated review platform tool from scratch for assisting E discovery domain, this tool implements predictive coding and topic modelling by automating reviews, resulting in reduced labor costs and time spent during the lawyers review. * Understand the end to end flow of the solution, doing research and development for classification models, predictive analysis and mining of the information present in text data. Worked on analyzing the outputs and precision monitoring for the entire tool. * TAR assists in predictive coding, topic modelling from the evidence by following EY standards. Developed the classifier models in order to identify "red flags" and fraud-related issues. Tools & Technologies: Python, scikit-learn, tfidf, word2vec, doc2vec, cosine similarity, Naïve Bayes, LDA, NMF for topic modelling, Vader and text blob for sentiment analysis. Matplot lib, Tableau dashboard for reporting. MULTIPLE DATA SCIENCE AND ANALYTIC PROJECTS (USA CLIENTS) TEXT ANALYTICS - MOTOR VEHICLE CUSTOMER REVIEW DATA * Received customer feedback survey data for past one year. Performed sentiment (Positive, Negative & Neutral) and time series analysis on customer comments across all 4 categories. * Created heat map of terms by survey category based on frequency of words * Extracted Positive and Negative words across all the Survey categories and plotted Word cloud. * Created customized tableau dashboards for effective reporting and visualizations. CHATBOT * Developed a user friendly chatbot for one of our Products which handle simple questions about hours of operation, reservation options and so on. * This chat bot serves entire product related questions. Giving overview of tool via QA platform and also give recommendation responses so that user question to build chain of relevant answer. * This too has intelligence to build the pipeline of questions as per user requirement and asks the relevant /recommended questions. Tools & Technologies: Python, Natural language processing, NLTK, spacy, topic modelling, Sentiment analysis, Word Embedding, scikit-learn, JavaScript/JQuery, SqlServer INFORMATION GOVERNANCE Organizations to make informed decisions about all of the information they store. The integrated Information Governance portfolio synthesizes intelligence across unstructured data sources and facilitates action to ensure organizations are best positioned to counter information risk. * Scan data from multiple sources of formats and parse different file formats, extract Meta data information, push results for indexing elastic search and created customized, interactive dashboards using kibana. * Preforming ROT Analysis on the data which give information of data which helps identify content that is either Redundant, Outdated, or Trivial. * Preforming full-text search analysis on elastic search with predefined methods which can tag as (PII) personally identifiable information (social security numbers, addresses, names, etc.) which frequently targeted during cyber-attacks. Tools & Technologies: Python, Flask, Elastic Search, Kibana FRAUD ANALYTIC PLATFORM Fraud Analytics and investigative platform to review all red flag cases. ⢠FAP is a Fraud Analytics and investigative platform with inbuilt case manager and suite of Analytics for various ERP systems. * It can be used by clients to interrogate their Accounting systems for identifying the anomalies which can be indicators of fraud by running advanced analytics Tools & Technologies: HTML, JavaScript, SqlServer, JQuery, CSS, Bootstrap, Node.js, D3.js, DC.js Education Details May 2013 to May 2017 B.E UIT-RGPV Data Scientist Data Scientist - Matelabs Skill Details Python- Exprience - Less than 1 year months Statsmodels- Exprience - 12 months AWS- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Sklearn- Exprience - Less than 1 year months Scipy- Exprience - Less than 1 year months Keras- Exprience - Less than 1 year monthsCompany Details company - Matelabs description - ML Platform for business professionals, dummies and enthusiasts. 60/A Koramangala 5th block, Achievements/Tasks behind sukh sagar, Bengaluru, India Developed and deployed auto preprocessing steps of machine learning mainly missing value treatment, outlier detection, encoding, scaling, feature selection and dimensionality reduction. Deployed automated classification and regression model. linkedin.com/in/aditya-rathore- b4600b146 Reasearch and deployed the time series forecasting model ARIMA, SARIMAX, Holt-winter and Prophet. Worked on meta-feature extracting problem. github.com/rathorology Implemented a state of the art research paper on outlier detection for mixed attributes. company - Matelabs description - Areas of Interest Deep Learning, Control System Design, Programming in-Python, Electric Machinery, Web Development, Analytics Technical Activities q Hindustan Aeronautics Limited, Bangalore - For 4 weeks under the guidance of Mr. Satish, Senior Engineer in the hangar of Mirage 2000 fighter aircraft Technical Skills Programming Matlab, Python and Java, LabView, Python WebFrameWork-Django, Flask, LTSPICE-intermediate Languages and and MIPOWER-intermediate, Github (GitBash), Jupyter Notebook, Xampp, MySQL-Basics, Python Software Packages Interpreters-Anaconda, Python2, Python3, Pycharm, Java IDE-Eclipse Operating Systems Windows, Ubuntu, Debian-Kali Linux Education Details January 2019 B.Tech. Electrical and Electronics Engineering Manipal Institute of Technology January 2015 DEEKSHA CENTER January 2013 Little Flower Public School August 2000 Manipal Academy of Higher DATA SCIENCE DATA SCIENCE AND ELECTRICAL ENTHUSIAST Skill Details Data Analysis- Exprience - Less than 1 year months excel- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months mathematics- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year months Electrical Engineering- Exprience - Less than 1 year months Sql- Exprience - Less than 1 year monthsCompany Details company - THEMATHCOMPANY description - I am currently working with a Casino based operator(name not to be disclosed) in Macau.I need to segment the customers who visit their property based on the value the patrons bring into the company.Basically prove that the segmentation can be done in much better way than the current system which they have with proper numbers to back it up.Henceforth they can implement target marketing strategy to attract their customers who add value to the business. Skills ⢠R ⢠Python ⢠SAP HANA ⢠Tableau ⢠SAP HANA SQL ⢠SAP HANA PAL ⢠MS SQL ⢠SAP Lumira ⢠C# ⢠Linear Programming ⢠Data Modelling ⢠Advance Analytics ⢠SCM Analytics ⢠Retail Analytics â¢Social Media Analytics ⢠NLP Education Details January 2017 to January 2018 PGDM Business Analytics Great Lakes Institute of Management & Illinois Institute of Technology January 2013 Bachelor of Engineering Electronics and Communication Bengaluru, Karnataka New Horizon College of Engineering, Bangalore Visvesvaraya Technological University Data Science Consultant Consultant - Deloitte USI Skill Details LINEAR PROGRAMMING- Exprience - 6 months RETAIL- Exprience - 6 months RETAIL MARKETING- Exprience - 6 months SCM- Exprience - 6 months SQL- Exprience - Less than 1 year months Deep Learning- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months R- Exprience - Less than 1 year monthsCompany Details company - Deloitte USI description - The project involved analysing historic deals and coming with insights to optimize future deals. Role: Was given raw data, carried out end to end analysis and presented insights to client. Key Responsibilities: ⢠Extract data from client systems across geographies. ⢠Understand and build reports in tableau. Infer meaningful insights to optimize prices and find out process blockades. Technical Environment: R, Tableau. Industry: Cross Industry Service Area: Cross Industry - Products Project Name: Handwriting recognition Consultant: 3 months. The project involved taking handwritten images and converting them to digital text images by object detection and sentence creation. Role: I was developing sentence correction functionality. Key Responsibilities: ⢠Gather data large enough to capture all English words ⢠Train LSTM models on words. Technical Environment: Python. Industry: Finance Service Area: Financial Services - BI development Project Name: SWIFT Consultant: 8 months. The project was to develop an analytics infrastructure on top of SAP S/4, it would user to view financial reports to respective departments. Reporting also included forecasting expenses. Role: I was leading the offshore team. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop ETL for data flow ⢠Validate various reports. Technical Environment: SAP HANA, Tableau, SAP AO. Industry: Healthcare Analytics Service Area: Life Sciences - Product development Project Name: Clinical Healthcare System Consultant: 2 months. The project was to develop an analytics infrastructure on top of Argus, it would allow users to query faster and provide advance analytics capabilities. Role: I was involved from design to deploy phase, performed a lot of data restructuring and built models for insights. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop and deploy analytical models. ⢠Validate various reports. Technical Environment: Data Modelling, SAP HANA, Tableau, NLP. Industry: FMCG Service Area: Trade & Promotion Project Name: Consumption Based Planning for Flowers Foods Consultant; 8 months. The project involved setting up of CRM and CBP modules. Role: I was involved in key data decomposition activities and setting up the base for future year forecast. Over the course of the project I developed various models and carried out key performance improvements. Key Responsibilities: ⢠Design & Develop HANA models for decomposition. ⢠Develop data flow for forecast. ⢠Developed various views for reporting of Customer/Sales/Funds. ⢠Validate various reports in BOBJ. Technical Environment: Data Modelling, SAP HANA, BOBJ, Time Series Forecasting. Internal Initiative Industry: FMCG Customer Segmentation and RFM analysis Consultant; 3 months. The initiative involved setting up of HANA-Python interface and advance analytics on Python. Over the course I had successfully segmented data into five core segments using K-means and carried out RFM analysis in Python. Also developed algorithm to categorize any new customer under the defined buckets. Technical Environment: Anaconda3, Python3.6, HANA SPS12 Industry: Telecom Invoice state detection Consultant; 1 months. The initiative was to reduce the manual effort in verifying closed and open invoices manually, it involved development to a decision tree to classify open/closed invoices. This enabled effort reduction by 60%. Technical Environment: R, SAP PAL, SAP HANA SPS12 Accenture Experience Industry: Analytics - Cross Industry In Process Analytics for SAP Senior Developer; 19 months. Accenture Solutions Pvt. Ltd., India The project involved development of SAP analytics tool - In Process Analytics (IPA) . My role was to develop database objects and data models to provide operational insights to clients. Role: I have developed various Finance related KPIs and spearheaded various deployments. Introduced SAP Predictive analytics to reduce development time and reuse functionalities for KPIs and prepared production planning reports. Key Responsibilities: ⢠Involved in information gather phase. ⢠Designed and implemented SAP HANA data modelling using Attribute View, Analytic View, and Calculation View. ⢠Developed various KPI's individually using complex SQL scripts in Calculation views. ⢠Created procedures in HANA Database. ⢠Took ownership and developed Dashboard functionality. ⢠Involved in building data processing algorithms to be executed in R server for cluster analysis. Technical Environment: R, SAP HANA, T-SQL. Industry: Cross Industry Accenture Testing Accelerator for SAP Database Developer; 21 months. Accenture Solutions Pvt. Ltd., India Role: I have taken care of all development activities for the ATAS tool and have also completed various deployments of the product. Apart from these activities I was also actively involved in maintenance of the database servers (Production & Quality) Key Responsibilities: ⢠Analyzing business requirements, understanding the scope, getting requirements clarified interacting with business and further transform all requirements to generate attribute mapping documents and reviewing mapping specification documentation ⢠Create / Update database objects like tables, views, stored procedures, function, and packages ⢠Monitored SQL Server Error Logs and Application Logs through SQL Server Agent ⢠Prepared Data Flow Diagrams, Entity Relationship Diagrams using UML ⢠Responsible for Designing, developing and Normalization of database tables ⢠Experience in performance tuning using SQL profiler. ⢠Involved in QA, UAT, knowledge transfer and support activities Technical Environment: SQL Server 2008/2014, Visual Studio 2010, Windows Server, Performance Monitor, SQL Server Profiler, C#, PL-SQL, T-SQL. Education Details MCA YMCAUST, Faridabad, Haryana Data Science internship Skill Details Data Structure- Exprience - Less than 1 year months C- Exprience - Less than 1 year months Data Analysis- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Core Java- Exprience - Less than 1 year months Database Management- Exprience - Less than 1 year monthsCompany Details company - Itechpower description - SKILLS C Basics, IOT, Python, MATLAB, Data Science, Machine Learning, HTML, Microsoft Word, Microsoft Excel, Microsoft Powerpoint. RECOGNITION Academic Secured First place in B.Tech.Education Details August 2014 to May 2018 B.Tech. Ghatkesar, Andhra Pradesh Aurora's Scientific and Technological Institute June 2012 to May 2014 Secondary Education Warangal, Telangana SR Junior College Data Science Skill Details MS OFFICE- Exprience - Less than 1 year months C- Exprience - Less than 1 year months machine learning- Exprience - Less than 1 year months data science- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year monthsCompany Details company - description - Skills ⢠Python ⢠Tableau ⢠Data Visualization ⢠R Studio ⢠Machine Learning ⢠Statistics IABAC Certified Data Scientist with versatile experience over 1+ years in managing business, data science consulting and leading innovation projects, bringing business ideas to working real world solutions. Being a strong advocator of augmented era, where human capabilities are enhanced by machines, Fahed is passionate about bringing business concepts in area of machine learning, AI, robotics etc., to real life solutions.Education Details January 2017 B. Tech Computer Science & Engineering Mohali, Punjab Indo Global College of Engineering Data Science Consultant Data Science Consultant - Datamites Skill Details MACHINE LEARNING- Exprience - 13 months PYTHON- Exprience - 24 months SOLUTIONS- Exprience - 24 months DATA SCIENCE- Exprience - 24 months DATA VISUALIZATION- Exprience - 24 months Tableau- Exprience - 24 monthsCompany Details company - Datamites description - ⢠Analyzed and processed complex data sets using advanced querying, visualization and analytics tools. ⢠Responsible for loading, extracting and validation of client data. ⢠Worked on manipulating, cleaning & processing data using python. ⢠Used Tableau for data visualization. company - Heretic Solutions Pvt Ltd description - ⢠Worked closely with business to identify issues and used data to propose solutions for effective decision making. ⢠Manipulating, cleansing & processing data using Python, Excel and R. ⢠Analyzed raw data, drawing conclusions & developing recommendations. ⢠Used machine learning tools and statistical techniques to produce solutions to problems. Education Details B.Tech Rayat and Bahra Institute of Engineering and Biotechnology Data Science Data Science Skill Details Numpy- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months Tensorflow- Exprience - Less than 1 year months Scikit- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months GCP- Exprience - Less than 1 year months Pandas- Exprience - Less than 1 year months Neural Network- Exprience - Less than 1 year monthsCompany Details company - Wipro description - Bhawana Aggarwal E-Mail:bhawana.chd@gmail.com Phone: 09876971076 VVersatile, high-energy professional targeting challenging assignments in Machine PROFILE SUMMARY ⪠An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. TECHNICAL SKILLS Programming Languages Python, C Libraries Seaborn, Numpy, Pandas, Cufflinks, Matplotlib Algorithms KNN, Decision Tree, Linear regression, Logistic Regression, Neural Networks, K means clustering, Tensorflow, SVM Databases SQL, Oracle Operating Systems Linux, Window Development Environments NetBeans, Notebooks, Sublime Ticketing tools Service Now, Remedy Education UG Education: B.Tech (Computer Science) from Rayat and Bahra Institute of Engineering and Biotechnology passed with 78.4%in 2016. Schooling: XII in 2012 from Moti Ram Arya Sr. Secondary School(Passed with 78.4%) X in 2010 from Valley Public School (Passed with 9.4 CGPA) WORK EXPERINCE Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. OTHER PROJECTS Title : Diabetes Detection Brief : Developed the software which can detect whether the person is suffering from Diabetes or not and got the third prize in it. TRAINING AND CERTIFICATIONS Title: Python Training, Machine Learning, Data Science, Deep Learning Organization: Udemy, Coursera (Machine Learning, Deep Learning) Personal Profile Fatherâs Name :Mr. Tirlok Aggarwal Language Known : English & Hindi Marital Status :Single Date of Birth(Gender):1993-12-20(YYYY-MM-DD) (F) company - Wipro description - Developing programs in Python. company - Wipro description - Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. company - Wipro Technologies description - An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. Personal Skills ⢠Ability to quickly grasp technical aspects and willingness to learn ⢠High energy levels & Result oriented. Education Details January 2018 Master of Engineering Computer Technology & Application Bhopal, Madhya Pradesh Truba Institute of Engineering & Information Technology January 2010 B.E. computer science Bhopal, Madhya Pradesh RKDF Institute of Science and Technology College of Engineering January 2006 Polytechnic Information Technology Vidisha, Madhya Pradesh SATI Engineering College in Vidisha January 2003 M.tech Thesis Detail BMCH School in Ganj basoda Data science I have six month experience in Data Science. Key Skills: - Experience in Machine Learning, Deep Leaning, NLP, Python, SQL, Web Scraping Good knowledge in computer subjects and ability to update Skill Details Experience in Machine Learning, Deep Learning, NLP, Python, SQL, Web Crawling, HTML,CSS.- Exprience - Less than 1 year monthsCompany Details company - RNT.AI Technology Solution description - Text classification using Machine learning Algorithms with python. Practical knowledge of Deep learning algorithms such as  Recurrent Neural Networks(RNN). Develop custom data models and algorithms to apply to dataset Experience with Python packages like Pandas, Scikit-learn, Tensor Flow, Numpy, Matplotliv, NLTK. Comfort with SQL,  MYSQL Sentiment analysis.  Apply leave Dataset using classification technique like Tf--idf , LSA with cosine similarity using Machine learning Algorithms. Web crawling using Selenium web driver and Beautiful Soup with python. company - Life Insurance Corporation of India Bhopal description - ü Explaining policy features and the benefits ü Updated knowledge of life insurance products and shared with customers Expertise â Data and Quantitative Analysis â Decision Analytics â Predictive Modeling â Data-Driven Personalization â KPI Dashboards â Big Data Queries and Interpretation â Data Mining and Visualization Tools â Machine Learning Algorithms â Business Intelligence (BI) â Research, Reports and Forecasts Education Details PGP in Data Science Mumbai, Maharashtra Aegis School of data science & Business B.E. in Electronics & Communication Electronics & Communication Indore, Madhya Pradesh IES IPS Academy Data Scientist Data Scientist with PR Canada Skill Details Algorithms- Exprience - 6 months BI- Exprience - 6 months Business Intelligence- Exprience - 6 months Machine Learning- Exprience - 24 months Visualization- Exprience - 24 months spark- Exprience - 24 months python- Exprience - 36 months tableau- Exprience - 36 months Data Analysis- Exprience - 24 monthsCompany Details company - Aegis school of Data Science & Business description - Mostly working on industry project for providing solution along with Teaching Appointments: Teach undergraduate and graduate-level courses in Spark and Machine Learning as an adjunct faculty member at Aegis School of Data Science, Mumbai (2017 to Present) company - Aegis school of Data & Business description - Data Science Intern, Nov 2015 to Jan 2016 Furnish executive leadership team with insights, analytics, reports and recommendations enabling effective strategic planning across all business units, distribution channels and product lines. â Chat Bot using AWS LEX and Tensor flow Python The goal of project creates a chat bot for an academic institution or university to handle queries related courses offered by that institute. The objective of this task is to reduce human efforts as well as reduce man made errors. Even by this companies handle their client 24x7. In this case companies are academic institutions and clients are participants or students. â Web scraping using Selenium web driver Python The task is to scrap the data from the online messaging portal in a text format and have to find the pattern form it. â Data Visualization and Data insights Hadoop Eco System, Hive, PySpark, QlikSense The goal of this project is to build a Business Solutions to a Internet Service Provider Company, like handling data which is generated per day basis, for that we have to visualize that data and find the usage pattern form it and have a generate a reports. â Image Based Fraud Detection Microsoft Face API, PySpark, Open CV The main goal of project is Recognize similarity for a face to given Database images. Face recognition is the recognizing a special face from set of different faces. Face is extracted and then compared with the database Image if that Image recognized then the person already applied for loan from somewhere else and now hiding his or her identity, this is how we are going to prevent the frauds in the initial stage itself. â Churn Analysis for Internet Service Provider R, Python, Machine Learning, Hadoop The objective is to identify the customer who is likely to churn in a given period of time; we have to pretend the customer giving incentive offers. â Sentiment Analysis Python, NLP, Apache Spark service in IBM Bluemix. This project is highly emphasis on tweets from Twitter data were taken for mobile networks service provider to do a sentiment analysis and analyze whether the expressed opinion was positive, negative or neutral, capture the emotions of the tweets and comparative analysis. Quantifiable Results: â Mentored 7-12 Data Science Enthusiast each year that have all since gone on to graduate school in Data Science and Business Analytics. â Reviewed and evaluated 20-40 Research Papers on Data Science for one of the largest Data Science Conference called Data Science Congress by Aegis School of Business Mumbai. â Heading a solution providing organization called Data Science Delivered into Aegis school of Data Science Mumbai and managed 4-5 live projects using Data Science techniques. â Working for some social cause with the help of Data Science for Social Goods Committee, where our team developed a product called "Let's find a missing Child" for helping society. company - IBM India pvt ltd description - Mostly worked on blumix and IBM Watson for Data science. Skills * Programming Languages: Python (pandas, numpy, scipy, scikit-learn, matplotlib), Sql, Java, JavaScript/JQuery. * Machine learning: Regression, SVM, Naïve Bayes, KNN, Random Forest, Decision Trees, Boosting techniques, Cluster Analysis, Word Embedding, Sentiment Analysis, Natural Language processing, Dimensionality reduction, Topic Modelling (LDA, NMF), PCA & Neural Nets. * Database Visualizations: Mysql, SqlServer, Cassandra, Hbase, ElasticSearch D3.js, DC.js, Plotly, kibana, matplotlib, ggplot, Tableau. * Others: Regular Expression, HTML, CSS, Angular 6, Logstash, Kafka, Python Flask, Git, Docker, computer vision - Open CV and understanding of Deep learning.Education Details Data Science Assurance Associate Data Science Assurance Associate - Ernst & Young LLP Skill Details JAVASCRIPT- Exprience - 24 months jQuery- Exprience - 24 months Python- Exprience - 24 monthsCompany Details company - Ernst & Young LLP description - Fraud Investigations and Dispute Services Assurance TECHNOLOGY ASSISTED REVIEW TAR (Technology Assisted Review) assists in accelerating the review process and run analytics and generate reports. * Core member of a team helped in developing automated review platform tool from scratch for assisting E discovery domain, this tool implements predictive coding and topic modelling by automating reviews, resulting in reduced labor costs and time spent during the lawyers review. * Understand the end to end flow of the solution, doing research and development for classification models, predictive analysis and mining of the information present in text data. Worked on analyzing the outputs and precision monitoring for the entire tool. * TAR assists in predictive coding, topic modelling from the evidence by following EY standards. Developed the classifier models in order to identify "red flags" and fraud-related issues. Tools & Technologies: Python, scikit-learn, tfidf, word2vec, doc2vec, cosine similarity, Naïve Bayes, LDA, NMF for topic modelling, Vader and text blob for sentiment analysis. Matplot lib, Tableau dashboard for reporting. MULTIPLE DATA SCIENCE AND ANALYTIC PROJECTS (USA CLIENTS) TEXT ANALYTICS - MOTOR VEHICLE CUSTOMER REVIEW DATA * Received customer feedback survey data for past one year. Performed sentiment (Positive, Negative & Neutral) and time series analysis on customer comments across all 4 categories. * Created heat map of terms by survey category based on frequency of words * Extracted Positive and Negative words across all the Survey categories and plotted Word cloud. * Created customized tableau dashboards for effective reporting and visualizations. CHATBOT * Developed a user friendly chatbot for one of our Products which handle simple questions about hours of operation, reservation options and so on. * This chat bot serves entire product related questions. Giving overview of tool via QA platform and also give recommendation responses so that user question to build chain of relevant answer. * This too has intelligence to build the pipeline of questions as per user requirement and asks the relevant /recommended questions. Tools & Technologies: Python, Natural language processing, NLTK, spacy, topic modelling, Sentiment analysis, Word Embedding, scikit-learn, JavaScript/JQuery, SqlServer INFORMATION GOVERNANCE Organizations to make informed decisions about all of the information they store. The integrated Information Governance portfolio synthesizes intelligence across unstructured data sources and facilitates action to ensure organizations are best positioned to counter information risk. * Scan data from multiple sources of formats and parse different file formats, extract Meta data information, push results for indexing elastic search and created customized, interactive dashboards using kibana. * Preforming ROT Analysis on the data which give information of data which helps identify content that is either Redundant, Outdated, or Trivial. * Preforming full-text search analysis on elastic search with predefined methods which can tag as (PII) personally identifiable information (social security numbers, addresses, names, etc.) which frequently targeted during cyber-attacks. Tools & Technologies: Python, Flask, Elastic Search, Kibana FRAUD ANALYTIC PLATFORM Fraud Analytics and investigative platform to review all red flag cases. ⢠FAP is a Fraud Analytics and investigative platform with inbuilt case manager and suite of Analytics for various ERP systems. * It can be used by clients to interrogate their Accounting systems for identifying the anomalies which can be indicators of fraud by running advanced analytics Tools & Technologies: HTML, JavaScript, SqlServer, JQuery, CSS, Bootstrap, Node.js, D3.js, DC.js Education Details May 2013 to May 2017 B.E UIT-RGPV Data Scientist Data Scientist - Matelabs Skill Details Python- Exprience - Less than 1 year months Statsmodels- Exprience - 12 months AWS- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Sklearn- Exprience - Less than 1 year months Scipy- Exprience - Less than 1 year months Keras- Exprience - Less than 1 year monthsCompany Details company - Matelabs description - ML Platform for business professionals, dummies and enthusiasts. 60/A Koramangala 5th block, Achievements/Tasks behind sukh sagar, Bengaluru, India Developed and deployed auto preprocessing steps of machine learning mainly missing value treatment, outlier detection, encoding, scaling, feature selection and dimensionality reduction. Deployed automated classification and regression model. linkedin.com/in/aditya-rathore- b4600b146 Reasearch and deployed the time series forecasting model ARIMA, SARIMAX, Holt-winter and Prophet. Worked on meta-feature extracting problem. github.com/rathorology Implemented a state of the art research paper on outlier detection for mixed attributes. company - Matelabs description - Areas of Interest Deep Learning, Control System Design, Programming in-Python, Electric Machinery, Web Development, Analytics Technical Activities q Hindustan Aeronautics Limited, Bangalore - For 4 weeks under the guidance of Mr. Satish, Senior Engineer in the hangar of Mirage 2000 fighter aircraft Technical Skills Programming Matlab, Python and Java, LabView, Python WebFrameWork-Django, Flask, LTSPICE-intermediate Languages and and MIPOWER-intermediate, Github (GitBash), Jupyter Notebook, Xampp, MySQL-Basics, Python Software Packages Interpreters-Anaconda, Python2, Python3, Pycharm, Java IDE-Eclipse Operating Systems Windows, Ubuntu, Debian-Kali Linux Education Details January 2019 B.Tech. Electrical and Electronics Engineering Manipal Institute of Technology January 2015 DEEKSHA CENTER January 2013 Little Flower Public School August 2000 Manipal Academy of Higher DATA SCIENCE DATA SCIENCE AND ELECTRICAL ENTHUSIAST Skill Details Data Analysis- Exprience - Less than 1 year months excel- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months mathematics- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year months Electrical Engineering- Exprience - Less than 1 year months Sql- Exprience - Less than 1 year monthsCompany Details company - THEMATHCOMPANY description - I am currently working with a Casino based operator(name not to be disclosed) in Macau.I need to segment the customers who visit their property based on the value the patrons bring into the company.Basically prove that the segmentation can be done in much better way than the current system which they have with proper numbers to back it up.Henceforth they can implement target marketing strategy to attract their customers who add value to the business. Skills ⢠R ⢠Python ⢠SAP HANA ⢠Tableau ⢠SAP HANA SQL ⢠SAP HANA PAL ⢠MS SQL ⢠SAP Lumira ⢠C# ⢠Linear Programming ⢠Data Modelling ⢠Advance Analytics ⢠SCM Analytics ⢠Retail Analytics â¢Social Media Analytics ⢠NLP Education Details January 2017 to January 2018 PGDM Business Analytics Great Lakes Institute of Management & Illinois Institute of Technology January 2013 Bachelor of Engineering Electronics and Communication Bengaluru, Karnataka New Horizon College of Engineering, Bangalore Visvesvaraya Technological University Data Science Consultant Consultant - Deloitte USI Skill Details LINEAR PROGRAMMING- Exprience - 6 months RETAIL- Exprience - 6 months RETAIL MARKETING- Exprience - 6 months SCM- Exprience - 6 months SQL- Exprience - Less than 1 year months Deep Learning- Exprience - Less than 1 year months Machine learning- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months R- Exprience - Less than 1 year monthsCompany Details company - Deloitte USI description - The project involved analysing historic deals and coming with insights to optimize future deals. Role: Was given raw data, carried out end to end analysis and presented insights to client. Key Responsibilities: ⢠Extract data from client systems across geographies. ⢠Understand and build reports in tableau. Infer meaningful insights to optimize prices and find out process blockades. Technical Environment: R, Tableau. Industry: Cross Industry Service Area: Cross Industry - Products Project Name: Handwriting recognition Consultant: 3 months. The project involved taking handwritten images and converting them to digital text images by object detection and sentence creation. Role: I was developing sentence correction functionality. Key Responsibilities: ⢠Gather data large enough to capture all English words ⢠Train LSTM models on words. Technical Environment: Python. Industry: Finance Service Area: Financial Services - BI development Project Name: SWIFT Consultant: 8 months. The project was to develop an analytics infrastructure on top of SAP S/4, it would user to view financial reports to respective departments. Reporting also included forecasting expenses. Role: I was leading the offshore team. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop ETL for data flow ⢠Validate various reports. Technical Environment: SAP HANA, Tableau, SAP AO. Industry: Healthcare Analytics Service Area: Life Sciences - Product development Project Name: Clinical Healthcare System Consultant: 2 months. The project was to develop an analytics infrastructure on top of Argus, it would allow users to query faster and provide advance analytics capabilities. Role: I was involved from design to deploy phase, performed a lot of data restructuring and built models for insights. Key Responsibilities: ⢠Design & Develop data models for reporting. ⢠Develop and deploy analytical models. ⢠Validate various reports. Technical Environment: Data Modelling, SAP HANA, Tableau, NLP. Industry: FMCG Service Area: Trade & Promotion Project Name: Consumption Based Planning for Flowers Foods Consultant; 8 months. The project involved setting up of CRM and CBP modules. Role: I was involved in key data decomposition activities and setting up the base for future year forecast. Over the course of the project I developed various models and carried out key performance improvements. Key Responsibilities: ⢠Design & Develop HANA models for decomposition. ⢠Develop data flow for forecast. ⢠Developed various views for reporting of Customer/Sales/Funds. ⢠Validate various reports in BOBJ. Technical Environment: Data Modelling, SAP HANA, BOBJ, Time Series Forecasting. Internal Initiative Industry: FMCG Customer Segmentation and RFM analysis Consultant; 3 months. The initiative involved setting up of HANA-Python interface and advance analytics on Python. Over the course I had successfully segmented data into five core segments using K-means and carried out RFM analysis in Python. Also developed algorithm to categorize any new customer under the defined buckets. Technical Environment: Anaconda3, Python3.6, HANA SPS12 Industry: Telecom Invoice state detection Consultant; 1 months. The initiative was to reduce the manual effort in verifying closed and open invoices manually, it involved development to a decision tree to classify open/closed invoices. This enabled effort reduction by 60%. Technical Environment: R, SAP PAL, SAP HANA SPS12 Accenture Experience Industry: Analytics - Cross Industry In Process Analytics for SAP Senior Developer; 19 months. Accenture Solutions Pvt. Ltd., India The project involved development of SAP analytics tool - In Process Analytics (IPA) . My role was to develop database objects and data models to provide operational insights to clients. Role: I have developed various Finance related KPIs and spearheaded various deployments. Introduced SAP Predictive analytics to reduce development time and reuse functionalities for KPIs and prepared production planning reports. Key Responsibilities: ⢠Involved in information gather phase. ⢠Designed and implemented SAP HANA data modelling using Attribute View, Analytic View, and Calculation View. ⢠Developed various KPI's individually using complex SQL scripts in Calculation views. ⢠Created procedures in HANA Database. ⢠Took ownership and developed Dashboard functionality. ⢠Involved in building data processing algorithms to be executed in R server for cluster analysis. Technical Environment: R, SAP HANA, T-SQL. Industry: Cross Industry Accenture Testing Accelerator for SAP Database Developer; 21 months. Accenture Solutions Pvt. Ltd., India Role: I have taken care of all development activities for the ATAS tool and have also completed various deployments of the product. Apart from these activities I was also actively involved in maintenance of the database servers (Production & Quality) Key Responsibilities: ⢠Analyzing business requirements, understanding the scope, getting requirements clarified interacting with business and further transform all requirements to generate attribute mapping documents and reviewing mapping specification documentation ⢠Create / Update database objects like tables, views, stored procedures, function, and packages ⢠Monitored SQL Server Error Logs and Application Logs through SQL Server Agent ⢠Prepared Data Flow Diagrams, Entity Relationship Diagrams using UML ⢠Responsible for Designing, developing and Normalization of database tables ⢠Experience in performance tuning using SQL profiler. ⢠Involved in QA, UAT, knowledge transfer and support activities Technical Environment: SQL Server 2008/2014, Visual Studio 2010, Windows Server, Performance Monitor, SQL Server Profiler, C#, PL-SQL, T-SQL. Education Details MCA YMCAUST, Faridabad, Haryana Data Science internship Skill Details Data Structure- Exprience - Less than 1 year months C- Exprience - Less than 1 year months Data Analysis- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months Core Java- Exprience - Less than 1 year months Database Management- Exprience - Less than 1 year monthsCompany Details company - Itechpower description - SKILLS C Basics, IOT, Python, MATLAB, Data Science, Machine Learning, HTML, Microsoft Word, Microsoft Excel, Microsoft Powerpoint. RECOGNITION Academic Secured First place in B.Tech.Education Details August 2014 to May 2018 B.Tech. Ghatkesar, Andhra Pradesh Aurora's Scientific and Technological Institute June 2012 to May 2014 Secondary Education Warangal, Telangana SR Junior College Data Science Skill Details MS OFFICE- Exprience - Less than 1 year months C- Exprience - Less than 1 year months machine learning- Exprience - Less than 1 year months data science- Exprience - Less than 1 year months Matlab- Exprience - Less than 1 year monthsCompany Details company - description - Skills ⢠Python ⢠Tableau ⢠Data Visualization ⢠R Studio ⢠Machine Learning ⢠Statistics IABAC Certified Data Scientist with versatile experience over 1+ years in managing business, data science consulting and leading innovation projects, bringing business ideas to working real world solutions. Being a strong advocator of augmented era, where human capabilities are enhanced by machines, Fahed is passionate about bringing business concepts in area of machine learning, AI, robotics etc., to real life solutions.Education Details January 2017 B. Tech Computer Science & Engineering Mohali, Punjab Indo Global College of Engineering Data Science Consultant Data Science Consultant - Datamites Skill Details MACHINE LEARNING- Exprience - 13 months PYTHON- Exprience - 24 months SOLUTIONS- Exprience - 24 months DATA SCIENCE- Exprience - 24 months DATA VISUALIZATION- Exprience - 24 months Tableau- Exprience - 24 monthsCompany Details company - Datamites description - ⢠Analyzed and processed complex data sets using advanced querying, visualization and analytics tools. ⢠Responsible for loading, extracting and validation of client data. ⢠Worked on manipulating, cleaning & processing data using python. ⢠Used Tableau for data visualization. company - Heretic Solutions Pvt Ltd description - ⢠Worked closely with business to identify issues and used data to propose solutions for effective decision making. ⢠Manipulating, cleansing & processing data using Python, Excel and R. ⢠Analyzed raw data, drawing conclusions & developing recommendations. ⢠Used machine learning tools and statistical techniques to produce solutions to problems. Education Details B.Tech Rayat and Bahra Institute of Engineering and Biotechnology Data Science Data Science Skill Details Numpy- Exprience - Less than 1 year months Machine Learning- Exprience - Less than 1 year months Tensorflow- Exprience - Less than 1 year months Scikit- Exprience - Less than 1 year months Python- Exprience - Less than 1 year months GCP- Exprience - Less than 1 year months Pandas- Exprience - Less than 1 year months Neural Network- Exprience - Less than 1 year monthsCompany Details company - Wipro description - Bhawana Aggarwal E-Mail:bhawana.chd@gmail.com Phone: 09876971076 VVersatile, high-energy professional targeting challenging assignments in Machine PROFILE SUMMARY ⪠An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. TECHNICAL SKILLS Programming Languages Python, C Libraries Seaborn, Numpy, Pandas, Cufflinks, Matplotlib Algorithms KNN, Decision Tree, Linear regression, Logistic Regression, Neural Networks, K means clustering, Tensorflow, SVM Databases SQL, Oracle Operating Systems Linux, Window Development Environments NetBeans, Notebooks, Sublime Ticketing tools Service Now, Remedy Education UG Education: B.Tech (Computer Science) from Rayat and Bahra Institute of Engineering and Biotechnology passed with 78.4%in 2016. Schooling: XII in 2012 from Moti Ram Arya Sr. Secondary School(Passed with 78.4%) X in 2010 from Valley Public School (Passed with 9.4 CGPA) WORK EXPERINCE Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. OTHER PROJECTS Title : Diabetes Detection Brief : Developed the software which can detect whether the person is suffering from Diabetes or not and got the third prize in it. TRAINING AND CERTIFICATIONS Title: Python Training, Machine Learning, Data Science, Deep Learning Organization: Udemy, Coursera (Machine Learning, Deep Learning) Personal Profile Fatherâs Name :Mr. Tirlok Aggarwal Language Known : English & Hindi Marital Status :Single Date of Birth(Gender):1993-12-20(YYYY-MM-DD) (F) company - Wipro description - Developing programs in Python. company - Wipro description - Title : Wipro Neural Intelligence Platform Team Size : 5 Brief: Wiproâs Neural Intelligence Platform harnesses the power of automation and artificial intelligence technologiesânatural language processing (NLP), cognitive, machine learning, and analytics. The platform comprises three layers: a data engagement platform that can easily access and manage multiple structured and unstructured data sources; an âintent assessment and reasoningâ engine that includes sentiment and predictive analytics; and a deep machine learning engine that can sense, act, and learn over time. The project entailed automating responses to user queries at the earliest. The Monster Bot using the power of Deep Machine Learning, NLP to handle such queries. User can see the how their queries can be answered quickly like allL1 activities can be eliminated. Entity Extractor -> This involves text extraction and NLP for fetching out important information from the text like dates, names, places, contact numbers etc. This involves Regex, Bluemix NLU apiâs and machine learning using Tensor flow for further learning of new entities. Classifier ->This involves the classifications of classes, training of dataset and predicting the output using the SKLearn classifier (MNB, SVM, SGD as Classifier) and SGD for the optimization to map the user queries with the best suited response and make the system efficient. NER: A Deep Learning NER Model is trained to extract the entities from the text. Entities like Roles, Skills, Organizations can be extracted from raw text. RNN(LSTM) Bidirectional model is trained for extracting such entities using Keras TensorFlow framework. company - Wipro Technologies description - An IT professional with knowledge and experience of 2 years in Wipro Technologies in Machine Learning, Deep Learning, Data Science, Python, Software Development. ⪠Skilled in managing end-to-end development and software products / projects from inception, requirement specs, planning, designing, implementation, configuration and documentation. ⪠Knowledge on Python , Machine Learning, Deep Learning, data Science, Algorithms, Neural Network, NLP, GCP. ⪠Knowledge on Python Libraries like Numpy, Pandas, Seaborn , Matplotlib, Cufflinks. ⪠Knowledge on different algorithms in Machine learning like KNN, Decision Tree, Bias variance Trade off, Support vector Machine(SVM),Logistic Regression, Neural networks. ⪠Have knowledge on unsupervised, Supervised and reinforcement data. ⪠Programming experience in relational platforms like MySQL,Oracle. ⪠Have knowledge on Some programming language like C++,Java. ⪠Experience in cloud based environment like Google Cloud. ⪠Working on different Operating System like Linux, Ubuntu, Windows. ⪠Good interpersonal and communication skills. ⪠Problem solving skills with the ability to think laterally, and to think with a medium term and long term perspective ⪠Flexibility and an open attitude to change. ⪠Ability to create, define and own frameworks with a strong emphasis on code reusability. Personal Skills ⢠Ability to quickly grasp technical aspects and willingness to learn ⢠High energy levels & Result oriented. Education Details January 2018 Master of Engineering Computer Technology & Application Bhopal, Madhya Pradesh Truba Institute of Engineering & Information Technology January 2010 B.E. computer science Bhopal, Madhya Pradesh RKDF Institute of Science and Technology College of Engineering January 2006 Polytechnic Information Technology Vidisha, Madhya Pradesh SATI Engineering College in Vidisha January 2003 M.tech Thesis Detail BMCH School in Ganj basoda Data science I have six month experience in Data Science. Key Skills: - Experience in Machine Learning, Deep Leaning, NLP, Python, SQL, Web Scraping Good knowledge in computer subjects and ability to update Skill Details Experience in Machine Learning, Deep Learning, NLP, Python, SQL, Web Crawling, HTML,CSS.- Exprience - Less than 1 year monthsCompany Details company - RNT.AI Technology Solution description - Text classification using Machine learning Algorithms with python. Practical knowledge of Deep learning algorithms such as  Recurrent Neural Networks(RNN). Develop custom data models and algorithms to apply to dataset Experience with Python packages like Pandas, Scikit-learn, Tensor Flow, Numpy, Matplotliv, NLTK. Comfort with SQL,  MYSQL Sentiment analysis.  Apply leave Dataset using classification technique like Tf--idf , LSA with cosine similarity using Machine learning Algorithms. Web crawling using Selenium web driver and Beautiful Soup with python. company - Life Insurance Corporation of India Bhopal description - ü Explaining policy features and the benefits ü Updated knowledge of life insurance products and shared with customers
#Removing duplicates
df1=df.drop_duplicates(inplace=False)
C=list(df1["Resume"])
len(C)
166
# Text preprocessing
import re
def cleanResume(resumeText):
resumeText = re.sub('http\S+\s*', ' ', resumeText) # remove URLs
resumeText = re.sub('RT|cc', ' ', resumeText) # remove RT and cc
resumeText = re.sub('#\S+', '', resumeText) # remove hashtags
resumeText = re.sub('@\S+', ' ', resumeText) # remove mentions
resumeText = re.sub('[%s]' % re.escape("""!"#$%&'()*+,-./:;<=>?@[\]^_`{|}~"""), ' ', resumeText) # remove punctuations
resumeText = re.sub(r'[^\x00-\x7f]',r' ', resumeText)
resumeText = re.sub('\s+', ' ', resumeText) # remove extra whitespace
return resumeText
df1['cleaned_resume'] = df1.Resume.apply(lambda x: cleanResume(x))
df1
<ipython-input-5-6753b2cac43a>:1: SettingWithCopyWarning: A value is trying to be set on a copy of a slice from a DataFrame. Try using .loc[row_indexer,col_indexer] = value instead See the caveats in the documentation: https://pandas.pydata.org/pandas-docs/stable/user_guide/indexing.html#returning-a-view-versus-a-copy df1['cleaned_resume'] = df1.Resume.apply(lambda x: cleanResume(x))
| Category | Resume | cleaned_resume | |
|---|---|---|---|
| 0 | Data Science | Skills * Programming Languages: Python (pandas... | Skills Programming Languages Python pandas num... |
| 1 | Data Science | Education Details \r\nMay 2013 to May 2017 B.E... | Education Details May 2013 to May 2017 B E UIT... |
| 2 | Data Science | Areas of Interest Deep Learning, Control Syste... | Areas of Interest Deep Learning Control System... |
| 3 | Data Science | Skills ⢠R ⢠Python ⢠SAP HANA ⢠Table... | Skills R Python SAP HANA Tableau SAP HANA SQL ... |
| 4 | Data Science | Education Details \r\n MCA YMCAUST, Faridab... | Education Details MCA YMCAUST Faridabad Haryan... |
| ... | ... | ... | ... |
| 894 | Testing | Computer Skills: ⢠Proficient in MS office (... | Computer Skills Proficient in MS office Word B... |
| 895 | Testing | â Willingness to accept the challenges. â ... | Willingness to a ept the challenges Positive ... |
| 896 | Testing | PERSONAL SKILLS ⢠Quick learner, ⢠Eagerne... | PERSONAL SKILLS Quick learner Eagerness to lea... |
| 897 | Testing | COMPUTER SKILLS & SOFTWARE KNOWLEDGE MS-Power ... | COMPUTER SKILLS SOFTWARE KNOWLEDGE MS Power Po... |
| 898 | Testing | Skill Set OS Windows XP/7/8/8.1/10 Database MY... | Skill Set OS Windows XP 7 8 8 1 10 Database MY... |
166 rows × 3 columns
#getting a list of lists where each inner list contains total words in that corresponding document
import nltk
from nltk.corpus import stopwords
nltk.download('punkt')
import string
oneSetOfStopWords = set(stopwords.words('english')+['``',"''"])
totalWords1 =[]
Sentences = df1['Resume'].values
cleanedSentences = ""
for records in Sentences:
ch=[]
cleanedText = cleanResume(records)
cleanedSentences += cleanedText
requiredWords = nltk.word_tokenize(cleanedText)
for word in requiredWords:
if word not in oneSetOfStopWords and word not in string.punctuation:
ch.append(word.lower())
totalWords1.append(ch)
[nltk_data] Downloading package punkt to [nltk_data] C:\Users\HP\AppData\Roaming\nltk_data... [nltk_data] Package punkt is already up-to-date!
def ngrams(N,d):
temp=[]
for n in range(1,N):
for i in range(0,len(d)-(n-1)):
temp.append(d[i:n+i])
return temp
#forming ngrams of 1 to 9
D1=[]
for i in range(166):
D1.append(ngrams(10,totalWords1[i]))
D1
[[['skills'], ['programming'], ['languages'], ['python'], ['pandas'], ['numpy'], ['scipy'], ['scikit'], ['learn'], ['matplotlib'], ['sql'], ['java'], ['javascript'], ['jquery'], ['machine'], ['learning'], ['regression'], ['svm'], ['na'], ['bayes'], ['knn'], ['random'], ['forest'], ['decision'], ['trees'], ['boosting'], ['techniques'], ['cluster'], ['analysis'], ['word'], ['embedding'], ['sentiment'], ['analysis'], ['natural'], ['language'], ['processing'], ['dimensionality'], ['reduction'], ['topic'], ['modelling'], ['lda'], ['nmf'], ['pca'], ['neural'], ['nets'], ['database'], ['visualizations'], ['mysql'], ['sqlserver'], ['cassandra'], ['hbase'], ['elasticsearch'], ['d3'], ['js'], ['dc'], ['js'], ['plotly'], ['kibana'], ['matplotlib'], ['ggplot'], ['tableau'], ['others'], ['regular'], ['expression'], ['html'], ['css'], ['angular'], ['6'], ['logstash'], ['kafka'], ['python'], ['flask'], ['git'], ['docker'], ['computer'], ['vision'], ['open'], ['cv'], ['understanding'], ['deep'], ['learning'], ['education'], ['details'], ['data'], ['science'], ['assurance'], ['associate'], ['data'], ['science'], ['assurance'], ['associate'], ['ernst'], ['young'], ['llp'], ['skill'], ['details'], ['javascript'], ['exprience'], ['24'], ['months'], ['jquery'], ['exprience'], ['24'], ['months'], ['python'], ['exprience'], ['24'], ['monthscompany'], ['details'], ['company'], ['ernst'], ['young'], ['llp'], ['description'], ['fraud'], ['investigations'], ['dispute'], ['services'], ['assurance'], ['technology'], ['assisted'], ['review'], ['tar'], ['technology'], ['assisted'], ['review'], ['assists'], ['elerating'], ['review'], ['process'], ['run'], ['analytics'], ['generate'], ['reports'], ['core'], ['member'], ['team'], ['helped'], ['developing'], ['automated'], ['review'], ['platform'], ['tool'], ['scratch'], ['assisting'], ['e'], ['discovery'], ['domain'], ['tool'], ['implements'], ['predictive'], ['coding'], ['topic'], ['modelling'], ['automating'], ['reviews'], ['resulting'], ['reduced'], ['labor'], ['costs'], ['time'], ['spent'], ['lawyers'], ['review'], ['understand'], ['end'], ['end'], ['flow'], ['solution'], ['research'], ['development'], ['classification'], ['models'], ['predictive'], ['analysis'], ['mining'], ['information'], ['present'], ['text'], ['data'], ['worked'], ['analyzing'], ['outputs'], ['precision'], ['monitoring'], ['entire'], ['tool'], ['tar'], ['assists'], ['predictive'], ['coding'], ['topic'], ['modelling'], ['evidence'], ['following'], ['ey'], ['standards'], ['developed'], ['classifier'], ['models'], ['order'], ['identify'], ['red'], ['flags'], ['fraud'], ['related'], ['issues'], ['tools'], ['technologies'], ['python'], ['scikit'], ['learn'], ['tfidf'], ['word2vec'], ['doc2vec'], ['cosine'], ['similarity'], ['na'], ['bayes'], ['lda'], ['nmf'], ['topic'], ['modelling'], ['vader'], ['text'], ['blob'], ['sentiment'], ['analysis'], ['matplot'], ['lib'], ['tableau'], ['dashboard'], ['reporting'], ['multiple'], ['data'], ['science'], ['and'], ['analytic'], ['projects'], ['usa'], ['clients'], ['text'], ['analytics'], ['motor'], ['vehicle'], ['customer'], ['review'], ['data'], ['received'], ['customer'], ['feedback'], ['survey'], ['data'], ['past'], ['one'], ['year'], ['performed'], ['sentiment'], ['positive'], ['negative'], ['neutral'], ['time'], ['series'], ['analysis'], ['customer'], ['comments'], ['across'], ['4'], ['categories'], ['created'], ['heat'], ['map'], ['terms'], ['survey'], ['category'], ['based'], ['frequency'], ['words'], ['extracted'], ['positive'], ['negative'], ['words'], ['across'], ['survey'], ['categories'], ['plotted'], ['word'], ['cloud'], ['created'], ['customized'], ['tableau'], ['dashboards'], ['effective'], ['reporting'], ['visualizations'], ['chatbot'], ['developed'], ['user'], ['friendly'], ['chatbot'], ['one'], ['products'], ['handle'], ['simple'], ['questions'], ['hours'], ['operation'], ['reservation'], ['options'], ['this'], ['chat'], ['bot'], ['serves'], ['entire'], ['product'], ['related'], ['questions'], ['giving'], ['overview'], ['tool'], ['via'], ['qa'], ['platform'], ['also'], ['give'], ['recommendation'], ['responses'], ['user'], ['question'], ['build'], ['chain'], ['relevant'], ['answer'], ['this'], ['intelligence'], ['build'], ['pipeline'], ['questions'], ['per'], ['user'], ['requirement'], ['asks'], ['relevant'], ['recommended'], ['questions'], ['tools'], ['technologies'], ['python'], ['natural'], ['language'], ['processing'], ['nltk'], ['spacy'], ['topic'], ['modelling'], ['sentiment'], ['analysis'], ['word'], ['embedding'], ['scikit'], ['learn'], ['javascript'], ['jquery'], ['sqlserver'], ['information'], ['governance'], ['organizations'], ['make'], ['informed'], ['decisions'], ['information'], ['store'], ['the'], ['integrated'], ['information'], ['governance'], ['portfolio'], ['synthesizes'], ['intelligence'], ['across'], ['unstructured'], ['data'], ['sources'], ['facilitates'], ['action'], ['ensure'], ['organizations'], ['best'], ['positioned'], ['counter'], ['information'], ['risk'], ['scan'], ['data'], ['multiple'], ['sources'], ['formats'], ['parse'], ['different'], ['file'], ['formats'], ['extract'], ['meta'], ['data'], ['information'], ['push'], ['results'], ['indexing'], ['elastic'], ['search'], ['created'], ['customized'], ['interactive'], ['dashboards'], ['using'], ['kibana'], ['preforming'], ['rot'], ['analysis'], ['data'], ['give'], ['information'], ['data'], ['helps'], ['identify'], ['content'], ['either'], ['redundant'], ['outdated'], ['trivial'], ['preforming'], ['full'], ['text'], ['search'], ['analysis'], ['elastic'], ['search'], ['predefined'], ['methods'], ['tag'], ['pii'], ['personally'], ['identifiable'], ['information'], ['social'], ['security'], ['numbers'], ['addresses'], ['names'], ['etc'], ['frequently'], ['targeted'], ['cyber'], ['attacks'], ['tools'], ['technologies'], ['python'], ['flask'], ['elastic'], ['search'], ['kibana'], ['fraud'], ['analytic'], ['platform'], ['fraud'], ['analytics'], ['investigative'], ['platform'], ['review'], ['red'], ['flag'], ['cases'], ['fap'], ['fraud'], ['analytics'], ['investigative'], ['platform'], ['inbuilt'], ['case'], ['manager'], ['suite'], ['analytics'], ['various'], ['erp'], ['systems'], ['it'], ['used'], ['clients'], ['interrogate'], ['a'], ['ounting'], ['systems'], ['identifying'], ['anomalies'], ['indicators'], ['fraud'], ['running'], ['advanced'], ['analytics'], ['tools'], ['technologies'], ['html'], ['javascript'], ['sqlserver'], ['jquery'], ['css'], ['bootstrap'], ['node'], ['js'], ['d3'], ['js'], ['dc'], ['js'], ['skills', 'programming'], ['programming', 'languages'], ['languages', 'python'], ['python', 'pandas'], ['pandas', 'numpy'], ['numpy', 'scipy'], ['scipy', 'scikit'], ['scikit', 'learn'], ['learn', 'matplotlib'], ['matplotlib', 'sql'], ['sql', 'java'], ['java', 'javascript'], ['javascript', 'jquery'], ['jquery', 'machine'], ['machine', 'learning'], ['learning', 'regression'], ['regression', 'svm'], ['svm', 'na'], ['na', 'bayes'], ['bayes', 'knn'], ['knn', 'random'], ['random', 'forest'], ['forest', 'decision'], ['decision', 'trees'], ['trees', 'boosting'], ['boosting', 'techniques'], ['techniques', 'cluster'], ['cluster', 'analysis'], ['analysis', 'word'], ['word', 'embedding'], ['embedding', 'sentiment'], ['sentiment', 'analysis'], ['analysis', 'natural'], ['natural', 'language'], ['language', 'processing'], ['processing', 'dimensionality'], ['dimensionality', 'reduction'], ['reduction', 'topic'], ['topic', 'modelling'], ['modelling', 'lda'], ['lda', 'nmf'], ['nmf', 'pca'], ['pca', 'neural'], ['neural', 'nets'], ['nets', 'database'], ['database', 'visualizations'], ['visualizations', 'mysql'], ['mysql', 'sqlserver'], ['sqlserver', 'cassandra'], ['cassandra', 'hbase'], ['hbase', 'elasticsearch'], ['elasticsearch', 'd3'], ['d3', 'js'], ['js', 'dc'], ['dc', 'js'], ['js', 'plotly'], ['plotly', 'kibana'], ['kibana', 'matplotlib'], ['matplotlib', 'ggplot'], ['ggplot', 'tableau'], ['tableau', 'others'], ['others', 'regular'], ['regular', 'expression'], ['expression', 'html'], ['html', 'css'], ['css', 'angular'], ['angular', '6'], ['6', 'logstash'], ['logstash', 'kafka'], ['kafka', 'python'], ['python', 'flask'], ['flask', 'git'], ['git', 'docker'], ['docker', 'computer'], ['computer', 'vision'], ['vision', 'open'], ['open', 'cv'], ['cv', 'understanding'], ['understanding', 'deep'], ['deep', 'learning'], ['learning', 'education'], ['education', 'details'], ['details', 'data'], ['data', 'science'], ['science', 'assurance'], ['assurance', 'associate'], ['associate', 'data'], ['data', 'science'], ['science', 'assurance'], ['assurance', 'associate'], ['associate', 'ernst'], ['ernst', 'young'], ['young', 'llp'], ['llp', 'skill'], ['skill', 'details'], ['details', 'javascript'], ['javascript', 'exprience'], ['exprience', '24'], ['24', 'months'], ['months', 'jquery'], ['jquery', 'exprience'], ['exprience', '24'], ['24', 'months'], ['months', 'python'], ['python', 'exprience'], ['exprience', '24'], ['24', 'monthscompany'], ['monthscompany', 'details'], ['details', 'company'], ['company', 'ernst'], ['ernst', 'young'], ['young', 'llp'], ['llp', 'description'], ['description', 'fraud'], ['fraud', 'investigations'], ['investigations', 'dispute'], ['dispute', 'services'], ['services', 'assurance'], ['assurance', 'technology'], ['technology', 'assisted'], ['assisted', 'review'], ['review', 'tar'], ['tar', 'technology'], ['technology', 'assisted'], ['assisted', 'review'], ['review', 'assists'], ['assists', 'elerating'], ['elerating', 'review'], ['review', 'process'], ['process', 'run'], ['run', 'analytics'], ['analytics', 'generate'], ['generate', 'reports'], ['reports', 'core'], ['core', 'member'], ['member', 'team'], ['team', 'helped'], ['helped', 'developing'], ['developing', 'automated'], ['automated', 'review'], ['review', 'platform'], ['platform', 'tool'], ['tool', 'scratch'], ['scratch', 'assisting'], ['assisting', 'e'], ['e', 'discovery'], ['discovery', 'domain'], ['domain', 'tool'], ['tool', 'implements'], ['implements', 'predictive'], ['predictive', 'coding'], ['coding', 'topic'], ['topic', 'modelling'], ['modelling', 'automating'], ['automating', 'reviews'], ['reviews', 'resulting'], ['resulting', 'reduced'], ['reduced', 'labor'], ['labor', 'costs'], ['costs', 'time'], ['time', 'spent'], ['spent', 'lawyers'], ['lawyers', 'review'], ['review', 'understand'], ['understand', 'end'], ['end', 'end'], ['end', 'flow'], ['flow', 'solution'], ['solution', 'research'], ['research', 'development'], ['development', 'classification'], ['classification', 'models'], ['models', 'predictive'], ['predictive', 'analysis'], ['analysis', 'mining'], ['mining', 'information'], ['information', 'present'], ['present', 'text'], ['text', 'data'], ['data', 'worked'], ['worked', 'analyzing'], ['analyzing', 'outputs'], ['outputs', 'precision'], ['precision', 'monitoring'], ['monitoring', 'entire'], ['entire', 'tool'], ['tool', 'tar'], ['tar', 'assists'], ['assists', 'predictive'], ['predictive', 'coding'], ['coding', 'topic'], ['topic', 'modelling'], ['modelling', 'evidence'], ['evidence', 'following'], ['following', 'ey'], ['ey', 'standards'], ['standards', 'developed'], ['developed', 'classifier'], ['classifier', 'models'], ['models', 'order'], ['order', 'identify'], ['identify', 'red'], ['red', 'flags'], ['flags', 'fraud'], ['fraud', 'related'], ['related', 'issues'], ['issues', 'tools'], ['tools', 'technologies'], ['technologies', 'python'], ['python', 'scikit'], ['scikit', 'learn'], ['learn', 'tfidf'], ['tfidf', 'word2vec'], ['word2vec', 'doc2vec'], ['doc2vec', 'cosine'], ['cosine', 'similarity'], ['similarity', 'na'], ['na', 'bayes'], ['bayes', 'lda'], ['lda', 'nmf'], ['nmf', 'topic'], ['topic', 'modelling'], ['modelling', 'vader'], ['vader', 'text'], ['text', 'blob'], ['blob', 'sentiment'], ['sentiment', 'analysis'], ['analysis', 'matplot'], ['matplot', 'lib'], ['lib', 'tableau'], ['tableau', 'dashboard'], ['dashboard', 'reporting'], 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['created', 'project', 'using'], ['project', 'using', 'django'], ['using', 'django', 'django'], ['django', 'django', 'rest'], ['django', 'rest', 'api'], ['rest', 'api', 'mysql'], ['api', 'mysql', 'pymysql'], ['mysql', 'pymysql', 'python'], ['pymysql', 'python', 'html5'], ['python', 'html5', 'css3'], ['html5', 'css3', 'created'], ['css3', 'created', 'crud'], ['created', 'crud', 'methods'], ['crud', 'methods', 'get'], ['methods', 'get', 'post'], ['get', 'post', 'put'], ['post', 'put', 'delete'], ['put', 'delete', 'make'], ['delete', 'make', 'requests'], ['make', 'requests', 'api'], ['requests', 'api', 'server'], ['api', 'server', 'tested'], ['server', 'tested', 'restful'], ['tested', 'restful', 'api'], ['restful', 'api', 'using'], ['api', 'using', 'postman'], ['using', 'postman', 'created'], ['postman', 'created', 'unit'], ['created', 'unit', 'test'], ['unit', 'test', 'cases'], ['test', 'cases', 'unit'], ['cases', 'unit', 'testing'], ['unit', 'testing', 'worked'], ['testing', 'worked', 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'responsibility'], ['responsibility', 'provide'], ['provide', 'ess'], ['ess', 'users'], ['users', 'rhds'], ['rhds', 'cvs'], ['cvs', 'dot'], ['dot', 'project'], ['project', 'servers'], ['servers', 'it'], ['it', 'also'], ['also', 'included'], ['included', 'providing'], ['providing', 'ess'], ['ess', 'users'], ['users', 'dev'], ['dev', 'prod'], ['prod', 'vdi'], ['vdi', 'servers'], ['servers', 'handling'], ['handling', 'mysql'], ['mysql', 'database'], ['database', 'shell'], ['shell', 'scripting'], ['scripting', 'automate'], ['automate', 'tasks'], ['tasks', 'my'], ['my', 'responsibilities'], ['responsibilities', 'project'], ['project', 'included'], ['included', '1'], ['1', 'requirements'], ['requirements', 'analysis'], ['analysis', 'understanding'], ['understanding', 'requirements'], ['requirements', 'project'], ['project', 'planning'], ['planning', 'environment'], ['environment', 'ess'], ['ess', 'required'], ['required', '2'], ['2', 'implementing'], ['implementing', 'mysql'], ['mysql', 'replication'], ['replication', 'linux'], ['linux', 'servers'], ['servers', '3'], ['3', 'fine'], ['fine', 'tuning'], ['tuning', 'existing'], ['existing', 'applications'], ['applications', '4'], ['4', 'testing'], ['testing', 'debugging'], ['debugging', 'scripts'], ['scripts', 'errors'], ['errors', 'company'], ['company', 'patni'], ['patni', 'computer'], ['computer', 'systems'], ['systems', 'limited'], ['limited', 'description'], ['description', 'project'], ['project', 'cpi'], ['cpi', 'type'], ['type', 'development'], ['development', 'automation'], ['automation', 'monitoring'], ['monitoring', 'platform'], ['platform', 'p8'], ['p8', 'filenet'], ['filenet', 'linux'], ['linux', 'unix'], ['unix', 'ibm'], ['ibm', 'aix'], ['aix', 'software'], ['software', 'sound'], ['sound', 'knowledge'], ['knowledge', 'html'], ['html', 'shell'], ['shell', 'scripting'], ['scripting', 'client'], ['client', 'genworth'], ['genworth', 'financial'], ['financial', 'duration'], ['duration', '2'], ['2', 'yrs'], ['yrs', '2'], ['2', 'months'], ['months', 'role'], ['role', 'senior'], ['senior', 'system'], ['system', 'engineer'], ['engineer', 'cpi'], ['cpi', 'maintenance'], ['maintenance', 'project'], ['project', 'caters'], ['caters', 'maintenance'], ['maintenance', 'enhancements'], ['enhancements', 'different'], ['different', 'applications'], ['applications', 'part'], ['part', 'genworth'], ['genworth', 'imaging'], ['imaging', 'solutions'], ['solutions', 'it'], ['it', 'different'], ['different', 'applications'], ['applications', 'process'], ['process', 'scanned'], ['scanned', 'insurance'], ['insurance', 'documents'], ['documents', 'sent'], ['sent', 'different'], ['different', 'providers'], ['providers', 'stores'], ['stores', 'information'], ['information', 'oracle'], ['oracle', 'database'], ['database', 'images'], ['images', 'p8'], ['p8', 'filenet'], ['filenet', 'it'], ['it', 'multiple'], ['multiple', 'applications'], ['applications', 'generate'], ['generate', 'reports'], ['reports', 'sent'], ['sent', 'providers'], ['providers', 'administration'], ['administration', 'support'], ['support', 'providing'], ['providing', 'support'], ['support', 'l1'], ['l1', 'engineers'], ['engineers', 'monitoring'], ['monitoring', 'p8'], ['p8', 'filenet'], ['filenet', 'application'], ['application', 'handling'], ['handling', 'tickets'], ['tickets', 'raised'], ['raised', 'users'], ['users', 'administration'], ['administration', '10'], ['10', 'linux'], ['linux', 'proxy'], ['proxy', 'servers'], ['servers', 'mysql'], ['mysql', 'servers'], ['servers', 'implementing'], ['implementing', 'mysql'], ['mysql', 'replication'], ['replication', 'checking'], ['checking', 'logs'], ['logs', 'sites'], ['sites', 'visited'], ['visited', 'users'], ['users', 'data'], ['data', 'downloaded'], ['downloaded', 'mysql'], ['mysql', 'oracle'], ['oracle', 'sql'], ['sql', 'support'], ['support', 'preparing'], ['preparing', 'sql'], ['sql', 'queries'], ['queries', 'client'], ['client', 'users'], ['users', 'handling'], ['handling', 'oracle'], ['oracle', 'database'], ['database', 'testing'], ['testing', 'insert'], ['insert', 'select'], ['select', 'update'], ['update', 'queries'], ['queries', 'servers'], ['servers', 'deploying'], ['deploying', 'production'], ['production', 'handling'], ['handling', 'bugs'], ['bugs', 'raised'], ['raised', 'users'], ['users', 'implementing'], ['implementing', 'mysql'], ['mysql', 'replication'], ['replication', 'linux'], ['linux', 'servers'], ['servers', 'taking'], ['taking', 'database'], ['database', 'backup'], ['backup', 'mysql'], ...], [['software'], ['proficiency'], ['languages'], ['basics'], ['c'], ['sql'], ['pl'], ['sql'], ['java'], ['javaee'], ['javascript'], ['html'], ['css'], ['jquery'], ['mysql'], ['spring'], ['hibernate'], ['software'], ['tools'], ['xillinx'], ['modelsim'], ['matlab'], ['multisim'], ['operating'], ['systems'], ['windows'], ['xp'], ['vista'], ['07'], ['08'], ['ubuntu'], ['project'], ['profile'], ['b'], ['e'], ['project'], ['fpga'], ['implementation'], ['team'], ['size'], ['4'], ['role'], ['programmer'], ['aes'], ['algorithm'], ['aes'], ['advanced'], ['encryption'], ['standard'], ['used'], ['cryptography'], ['protect'], ['data'], ['it'], ['encrypted'], ['secret'], ['key'], ['t'], ['e'], ['project'], ['sorting'], ['robot'], ['team'], ['size'], ['3'], ['role'], ['mechanism'], ['designer'], ['the'], ['tcs'], ['230'], ['sensor'], ['sorts'], ['rgb'], ['color'], ['balls'], ['ording'], ['color'], ['diploma'], ['project'], ['rfid'], ['based'], ['student'], ['team'], ['size'], ['4'], ['role'], ['interface'], ['attendance'], ['system'], ['using'], ['gsm'], ['in'], ['student'], ['show'], ['rfid'], ['card'], ['message'], ['send'], ['via'], ['gsm'], ['parent'], ['ward'], ['present'], ['education'], ['details'], ['may'], ['2016'], ['b'], ['e'], ['savitribai'], ['phule'], ['pune'], ['maharashtra'], ['pune'], ['university'], ['march'], ['2010'], ['s'], ['s'], ['c'], ['maharashtra'], ['board'], ['devops'], ['engineer'], ['skill'], ['details'], ['c'], ['exprience'], ['6'], ['months'], ['c'], ['exprience'], ['6'], ['months'], ['sql'], ['exprience'], ['6'], ['months'], ['pl'], ['sql'], ['exprience'], ['6'], ['months'], ['core'], ['java'], ['exprience'], ['6'], ['months'], ['javascript'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['html'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['css'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['jquery'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['javaee'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['mysql'], ['exprience'], ['less'], ['1'], ['year'], ['months'], ['python'], ['exprience'], ['6'], ['monthscompany'], ['details'], ['company'], ['parkar'], ['consulting'], ['labs'], ['description'], ['i'], ['working'], ['devops'], ['team'], ['parkar'], ['consulting'], ['labs'], ['i'], ['hands'], ['aws'], ['well'], ['python'], ['software', 'proficiency'], ['proficiency', 'languages'], ['languages', 'basics'], ['basics', 'c'], ['c', 'sql'], ['sql', 'pl'], ['pl', 'sql'], ['sql', 'java'], ['java', 'javaee'], ['javaee', 'javascript'], ['javascript', 'html'], ['html', 'css'], ['css', 'jquery'], ['jquery', 'mysql'], ['mysql', 'spring'], ['spring', 'hibernate'], ['hibernate', 'software'], ['software', 'tools'], ['tools', 'xillinx'], ['xillinx', 'modelsim'], ['modelsim', 'matlab'], ['matlab', 'multisim'], ['multisim', 'operating'], ['operating', 'systems'], ['systems', 'windows'], ['windows', 'xp'], ['xp', 'vista'], ['vista', '07'], ['07', '08'], ['08', 'ubuntu'], ['ubuntu', 'project'], ['project', 'profile'], ['profile', 'b'], ['b', 'e'], ['e', 'project'], ['project', 'fpga'], ['fpga', 'implementation'], ['implementation', 'team'], ['team', 'size'], ['size', '4'], ['4', 'role'], ['role', 'programmer'], ['programmer', 'aes'], ['aes', 'algorithm'], ['algorithm', 'aes'], ['aes', 'advanced'], ['advanced', 'encryption'], ['encryption', 'standard'], ['standard', 'used'], ['used', 'cryptography'], ['cryptography', 'protect'], ['protect', 'data'], ['data', 'it'], ['it', 'encrypted'], ['encrypted', 'secret'], ['secret', 'key'], ['key', 't'], ['t', 'e'], ['e', 'project'], ['project', 'sorting'], ['sorting', 'robot'], ['robot', 'team'], ['team', 'size'], ['size', '3'], ['3', 'role'], ['role', 'mechanism'], ['mechanism', 'designer'], ['designer', 'the'], ['the', 'tcs'], ['tcs', '230'], ['230', 'sensor'], ['sensor', 'sorts'], ['sorts', 'rgb'], ['rgb', 'color'], ['color', 'balls'], ['balls', 'ording'], ['ording', 'color'], ['color', 'diploma'], ['diploma', 'project'], ['project', 'rfid'], ['rfid', 'based'], ['based', 'student'], ['student', 'team'], ['team', 'size'], ['size', '4'], ['4', 'role'], ['role', 'interface'], ['interface', 'attendance'], ['attendance', 'system'], ['system', 'using'], ['using', 'gsm'], ['gsm', 'in'], ['in', 'student'], ['student', 'show'], ['show', 'rfid'], ['rfid', 'card'], ['card', 'message'], ['message', 'send'], ['send', 'via'], ['via', 'gsm'], ['gsm', 'parent'], ['parent', 'ward'], ['ward', 'present'], ['present', 'education'], ['education', 'details'], ['details', 'may'], ['may', '2016'], ['2016', 'b'], ['b', 'e'], ['e', 'savitribai'], ['savitribai', 'phule'], ['phule', 'pune'], ['pune', 'maharashtra'], ['maharashtra', 'pune'], ['pune', 'university'], ['university', 'march'], ['march', '2010'], ['2010', 's'], ['s', 's'], ['s', 'c'], ['c', 'maharashtra'], ['maharashtra', 'board'], ['board', 'devops'], ['devops', 'engineer'], ['engineer', 'skill'], ['skill', 'details'], ['details', 'c'], ['c', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'c'], ['c', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'sql'], ['sql', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'pl'], ['pl', 'sql'], ['sql', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'core'], ['core', 'java'], ['java', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'javascript'], ['javascript', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'html'], ['html', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'css'], ['css', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'jquery'], ['jquery', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'javaee'], ['javaee', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'mysql'], ['mysql', 'exprience'], ['exprience', 'less'], ['less', '1'], ['1', 'year'], ['year', 'months'], ['months', 'python'], ['python', 'exprience'], ['exprience', '6'], ['6', 'monthscompany'], ['monthscompany', 'details'], ['details', 'company'], ['company', 'parkar'], ['parkar', 'consulting'], ['consulting', 'labs'], ['labs', 'description'], ['description', 'i'], ['i', 'working'], ['working', 'devops'], ['devops', 'team'], ['team', 'parkar'], ['parkar', 'consulting'], ['consulting', 'labs'], ['labs', 'i'], ['i', 'hands'], ['hands', 'aws'], ['aws', 'well'], ['well', 'python'], ['software', 'proficiency', 'languages'], ['proficiency', 'languages', 'basics'], ['languages', 'basics', 'c'], ['basics', 'c', 'sql'], ['c', 'sql', 'pl'], ['sql', 'pl', 'sql'], ['pl', 'sql', 'java'], ['sql', 'java', 'javaee'], ['java', 'javaee', 'javascript'], ['javaee', 'javascript', 'html'], ['javascript', 'html', 'css'], ['html', 'css', 'jquery'], ['css', 'jquery', 'mysql'], ['jquery', 'mysql', 'spring'], ['mysql', 'spring', 'hibernate'], ['spring', 'hibernate', 'software'], ['hibernate', 'software', 'tools'], ['software', 'tools', 'xillinx'], ['tools', 'xillinx', 'modelsim'], ['xillinx', 'modelsim', 'matlab'], ['modelsim', 'matlab', 'multisim'], ['matlab', 'multisim', 'operating'], ['multisim', 'operating', 'systems'], ['operating', 'systems', 'windows'], ['systems', 'windows', 'xp'], ['windows', 'xp', 'vista'], ['xp', 'vista', '07'], ['vista', '07', '08'], ['07', '08', 'ubuntu'], ['08', 'ubuntu', 'project'], ['ubuntu', 'project', 'profile'], ['project', 'profile', 'b'], ['profile', 'b', 'e'], ['b', 'e', 'project'], ['e', 'project', 'fpga'], ['project', 'fpga', 'implementation'], ['fpga', 'implementation', 'team'], ['implementation', 'team', 'size'], ['team', 'size', '4'], ['size', '4', 'role'], ['4', 'role', 'programmer'], ['role', 'programmer', 'aes'], ['programmer', 'aes', 'algorithm'], ['aes', 'algorithm', 'aes'], ['algorithm', 'aes', 'advanced'], ['aes', 'advanced', 'encryption'], ['advanced', 'encryption', 'standard'], ['encryption', 'standard', 'used'], ['standard', 'used', 'cryptography'], ['used', 'cryptography', 'protect'], ['cryptography', 'protect', 'data'], ['protect', 'data', 'it'], ['data', 'it', 'encrypted'], ['it', 'encrypted', 'secret'], ['encrypted', 'secret', 'key'], ['secret', 'key', 't'], ['key', 't', 'e'], ['t', 'e', 'project'], ['e', 'project', 'sorting'], ['project', 'sorting', 'robot'], ['sorting', 'robot', 'team'], ['robot', 'team', 'size'], ['team', 'size', '3'], ['size', '3', 'role'], ['3', 'role', 'mechanism'], ['role', 'mechanism', 'designer'], ['mechanism', 'designer', 'the'], ['designer', 'the', 'tcs'], ['the', 'tcs', '230'], ['tcs', '230', 'sensor'], ['230', 'sensor', 'sorts'], ['sensor', 'sorts', 'rgb'], ['sorts', 'rgb', 'color'], ['rgb', 'color', 'balls'], ['color', 'balls', 'ording'], ['balls', 'ording', 'color'], ['ording', 'color', 'diploma'], ['color', 'diploma', 'project'], ['diploma', 'project', 'rfid'], ['project', 'rfid', 'based'], ['rfid', 'based', 'student'], ['based', 'student', 'team'], ['student', 'team', 'size'], ['team', 'size', '4'], ['size', '4', 'role'], ['4', 'role', 'interface'], ['role', 'interface', 'attendance'], ['interface', 'attendance', 'system'], ['attendance', 'system', 'using'], ['system', 'using', 'gsm'], ['using', 'gsm', 'in'], ['gsm', 'in', 'student'], ['in', 'student', 'show'], ['student', 'show', 'rfid'], ['show', 'rfid', 'card'], ['rfid', 'card', 'message'], ['card', 'message', 'send'], ['message', 'send', 'via'], ['send', 'via', 'gsm'], ['via', 'gsm', 'parent'], ['gsm', 'parent', 'ward'], ['parent', 'ward', 'present'], ['ward', 'present', 'education'], ['present', 'education', 'details'], ['education', 'details', 'may'], ['details', 'may', '2016'], ['may', '2016', 'b'], ['2016', 'b', 'e'], ['b', 'e', 'savitribai'], ['e', 'savitribai', 'phule'], ['savitribai', 'phule', 'pune'], ['phule', 'pune', 'maharashtra'], ['pune', 'maharashtra', 'pune'], ['maharashtra', 'pune', 'university'], ['pune', 'university', 'march'], ['university', 'march', '2010'], ['march', '2010', 's'], ['2010', 's', 's'], ['s', 's', 'c'], ['s', 'c', 'maharashtra'], ['c', 'maharashtra', 'board'], ['maharashtra', 'board', 'devops'], ['board', 'devops', 'engineer'], ['devops', 'engineer', 'skill'], ['engineer', 'skill', 'details'], ['skill', 'details', 'c'], ['details', 'c', 'exprience'], ['c', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'c'], ['months', 'c', 'exprience'], ['c', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'sql'], ['months', 'sql', 'exprience'], ['sql', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'pl'], ['months', 'pl', 'sql'], ['pl', 'sql', 'exprience'], ['sql', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'core'], ['months', 'core', 'java'], ['core', 'java', 'exprience'], ['java', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'javascript'], ['months', 'javascript', 'exprience'], ['javascript', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'html'], ['months', 'html', 'exprience'], ['html', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'css'], ['months', 'css', 'exprience'], ['css', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'jquery'], ['months', 'jquery', 'exprience'], ['jquery', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'javaee'], ['months', 'javaee', 'exprience'], ['javaee', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'mysql'], ['months', 'mysql', 'exprience'], ['mysql', 'exprience', 'less'], ['exprience', 'less', '1'], ['less', '1', 'year'], ['1', 'year', 'months'], ['year', 'months', 'python'], ['months', 'python', 'exprience'], ['python', 'exprience', '6'], ['exprience', '6', 'monthscompany'], ['6', 'monthscompany', 'details'], ['monthscompany', 'details', 'company'], ['details', 'company', 'parkar'], ['company', 'parkar', 'consulting'], ['parkar', 'consulting', 'labs'], ['consulting', 'labs', 'description'], ['labs', 'description', 'i'], ['description', 'i', 'working'], ['i', 'working', 'devops'], ['working', 'devops', 'team'], ['devops', 'team', 'parkar'], ['team', 'parkar', 'consulting'], ['parkar', 'consulting', 'labs'], ['consulting', 'labs', 'i'], ['labs', 'i', 'hands'], ['i', 'hands', 'aws'], ['hands', 'aws', 'well'], ['aws', 'well', 'python'], ['software', 'proficiency', 'languages', 'basics'], ['proficiency', 'languages', 'basics', 'c'], ['languages', 'basics', 'c', 'sql'], ['basics', 'c', 'sql', 'pl'], ['c', 'sql', 'pl', 'sql'], ['sql', 'pl', 'sql', 'java'], ['pl', 'sql', 'java', 'javaee'], ['sql', 'java', 'javaee', 'javascript'], ['java', 'javaee', 'javascript', 'html'], ['javaee', 'javascript', 'html', 'css'], ['javascript', 'html', 'css', 'jquery'], ['html', 'css', 'jquery', 'mysql'], ['css', 'jquery', 'mysql', 'spring'], ['jquery', 'mysql', 'spring', 'hibernate'], ['mysql', 'spring', 'hibernate', 'software'], ['spring', 'hibernate', 'software', 'tools'], ['hibernate', 'software', 'tools', 'xillinx'], ['software', 'tools', 'xillinx', 'modelsim'], ['tools', 'xillinx', 'modelsim', 'matlab'], ['xillinx', 'modelsim', 'matlab', 'multisim'], ['modelsim', 'matlab', 'multisim', 'operating'], ['matlab', 'multisim', 'operating', 'systems'], ['multisim', 'operating', 'systems', 'windows'], ['operating', 'systems', 'windows', 'xp'], ['systems', 'windows', 'xp', 'vista'], ['windows', 'xp', 'vista', '07'], ['xp', 'vista', '07', '08'], ['vista', '07', '08', 'ubuntu'], ['07', '08', 'ubuntu', 'project'], ['08', 'ubuntu', 'project', 'profile'], ['ubuntu', 'project', 'profile', 'b'], ['project', 'profile', 'b', 'e'], ['profile', 'b', 'e', 'project'], ['b', 'e', 'project', 'fpga'], ['e', 'project', 'fpga', 'implementation'], ['project', 'fpga', 'implementation', 'team'], ['fpga', 'implementation', 'team', 'size'], ['implementation', 'team', 'size', '4'], ['team', 'size', '4', 'role'], ['size', '4', 'role', 'programmer'], ['4', 'role', 'programmer', 'aes'], ['role', 'programmer', 'aes', 'algorithm'], ['programmer', 'aes', 'algorithm', 'aes'], ['aes', 'algorithm', 'aes', 'advanced'], ['algorithm', 'aes', 'advanced', 'encryption'], ['aes', 'advanced', 'encryption', 'standard'], ['advanced', 'encryption', 'standard', 'used'], ['encryption', 'standard', 'used', 'cryptography'], ['standard', 'used', 'cryptography', 'protect'], ['used', 'cryptography', 'protect', 'data'], ['cryptography', 'protect', 'data', 'it'], ['protect', 'data', 'it', 'encrypted'], ['data', 'it', 'encrypted', 'secret'], ['it', 'encrypted', 'secret', 'key'], ['encrypted', 'secret', 'key', 't'], ['secret', 'key', 't', 'e'], ['key', 't', 'e', 'project'], ['t', 'e', 'project', 'sorting'], ['e', 'project', 'sorting', 'robot'], ['project', 'sorting', 'robot', 'team'], ['sorting', 'robot', 'team', 'size'], ['robot', 'team', 'size', '3'], ['team', 'size', '3', 'role'], ['size', '3', 'role', 'mechanism'], ['3', 'role', 'mechanism', 'designer'], ['role', 'mechanism', 'designer', 'the'], ['mechanism', 'designer', 'the', 'tcs'], ['designer', 'the', 'tcs', '230'], ['the', 'tcs', '230', 'sensor'], ['tcs', '230', 'sensor', 'sorts'], ['230', 'sensor', 'sorts', 'rgb'], ['sensor', 'sorts', 'rgb', 'color'], ['sorts', 'rgb', 'color', 'balls'], ['rgb', 'color', 'balls', 'ording'], ['color', 'balls', 'ording', 'color'], ['balls', 'ording', 'color', 'diploma'], ['ording', 'color', 'diploma', 'project'], ['color', 'diploma', 'project', 'rfid'], ['diploma', 'project', 'rfid', 'based'], ['project', 'rfid', 'based', 'student'], ['rfid', 'based', 'student', 'team'], ['based', 'student', 'team', 'size'], ['student', 'team', 'size', '4'], ['team', 'size', '4', 'role'], ['size', '4', 'role', 'interface'], ['4', 'role', 'interface', 'attendance'], ['role', 'interface', 'attendance', 'system'], ['interface', 'attendance', 'system', 'using'], ['attendance', 'system', 'using', 'gsm'], ['system', 'using', 'gsm', 'in'], ['using', 'gsm', 'in', 'student'], ['gsm', 'in', 'student', 'show'], ['in', 'student', 'show', 'rfid'], ['student', 'show', 'rfid', 'card'], ['show', 'rfid', 'card', 'message'], 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'details'], ['details', 'january'], ['january', '2016'], ['2016', 'mcs'], ['mcs', 'pune'], ['pune', 'maharashtra'], ['maharashtra', 'p'], ['p', 'v'], ['v', 'p'], ['p', 'college'], ['college', 'pravaranagar'], ['pravaranagar', 'january'], ['january', '2011'], ['2011', 'hsc'], ['hsc', 'a'], ['a', 'k'], ['k', 'junior'], ['junior', 'college'], ['college', 'january'], ['january', '2009'], ['2009', 'ssc'], ['ssc', 'a'], ['a', 'k'], ['k', 'mahavidyalya'], ['mahavidyalya', 'jr'], ['jr', 'testing'], ['testing', 'engineer'], ['engineer', 'jr'], ['jr', 'testing'], ['testing', 'engineer'], ['engineer', 'm'], ['m', 'tech'], ['tech', 'innovations'], ['innovations', 'ltd'], ['ltd', 'skill'], ['skill', 'details'], ['details', 'testing'], ['testing', 'exprience'], ['exprience', '24'], ['24', 'months'], ['months', 'windows'], ['windows', 'xp'], ['xp', 'exprience'], ['exprience', '24'], ['24', 'months'], ['months', 'css'], ['css', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'database'], ['database', 'exprience'], ['exprience', '6'], ['6', 'months'], ['months', 'database'], ['database', 'testing'], ['testing', 'exprience'], ['exprience', '6'], ['6', 'monthscompany'], ['monthscompany', 'details'], ['details', 'company'], ['company', 'm'], ['m', 'tech'], ['tech', 'innovations'], ['innovations', 'ltd'], ['ltd', 'description'], ['description', 'responsibilities'], ['responsibilities', 'analyzing'], ['analyzing', 'testing'], ['testing', 'requirements'], ['requirements', 'preparing'], ['preparing', 'test'], ['test', 'plans'], ['plans', 'test'], ['test', 'scenarios'], ['scenarios', 'preparing'], ['preparing', 'test'], ['test', 'cases'], ['cases', 'executing'], ['executing', 'test'], ['test', 'cases'], ['cases', 'tracking'], ['tracking', 'bugs'], ['bugs', 'coordinating'], ['coordinating', 'developers'], ['developers', 'order'], ['order', 'fix'], ['fix', 'preparing'], ['preparing', 'test'], ['test', 'summary'], ['summary', 'reports'], ['reports', 'reporting'], ['reporting', 'quality'], ['quality', 'manager'], ['manager', 'attending'], ['attending', 'meeting'], ['meeting', 'projects'], ['projects', 'project'], ['project', 'name'], ['name', '1'], ['1', 'web'], ['web', 'based'], ['based', 'time'], ['time', 'attendance'], ['attendance', 'application'], ['application', 'environment'], ['environment', 'windows'], ['windows', '7'], ['7', 'vista'], ['vista', 'windows'], ['windows', 'xp'], ['xp', 'windows'], ['windows', '8'], ['8', 'windows'], ['windows', '10'], ['10', 'clients'], ['clients', 'mccia'], ['mccia', 'sapphire'], ['sapphire', 'park'], ['park', 'bramha'], ['bramha', 'suncity'], ['suncity', 'wanless'], ['wanless', 'hospital'], ['hospital', 'role'], ['role', 'software'], ['software', 'testing'], ['testing', 'duration'], ['duration', '6'], ['6', 'months'], ['months', 'project'], ['project', 'name'], ['name', 'android'], ['android', '1'], ['1', 'time'], ['time', 'attendance'], ['attendance', 'application'], ['application', '2'], ['2', 'vehicle'], ['vehicle', 'tracking'], ['tracking', 'system'], ['system', '3'], ['3', 'vistor'], ['vistor', 'management'], ['management', 'system'], ['system', 'environment'], ['environment', 'android'], ['android', 'mobile'], ['mobile', 'android'], ['android', 'tablet'], ['tablet', 'clients'], ['clients', 'vankan'], ['vankan', 'security'], ['security', 'role'], ['role', 'application'], ['application', 'testing'], ['testing', 'duration'], ['duration', '6'], ['6', 'months'], ['months', 'project'], ['project', 'name'], ['name', '1'], ['1', 'web'], ['web', 'based'], ['based', 'factory'], ['factory', 'automation'], ['automation', 'process'], ['process', '2'], ['2', 'web'], ['web', 'based'], ['based', 'annual'], ['annual', 'maintenance'], ['maintenance', 'charges'], ['charges', 'environment'], ['environment', 'windows'], ['windows', '7'], ['7', 'vista'], ['vista', 'windows'], ['windows', 'xp'], ['xp', 'windows'], ['windows', '8'], ['8', 'windows'], ['windows', '10'], ['10', 'role'], ['role', 'software'], ['software', 'testing'], ['testing', 'duration'], ['duration', '6'], ['6', 'months'], ['months', 'project'], ['project', 'name'], ['name', 'web'], ['web', 'based'], ['based', 'library'], ['library', 'management'], ['management', 'system'], ['system', 'environment'], ['environment', 'windows'], ['windows', '7'], ['7', 'vista'], ['vista', 'windows'], ['windows', 'xp'], ['xp', 'windows'], ['windows', '8'], ['8', 'windows'], ['windows', '10'], ['10', 'role'], ['role', 'software'], ['software', 'testing'], ['testing', 'duration'], ['duration', '6'], ['6', 'months'], ['skill', 'set', 'os'], ['set', 'os', 'windows'], ['os', 'windows', 'xp'], ['windows', 'xp', '7'], ['xp', '7', '8'], ['7', '8', '8'], ['8', '8', '1'], ['8', '1', '10'], ['1', '10', 'database'], ['10', 'database', 'mysql'], ['database', 'mysql', 'sql'], ['mysql', 'sql', 'server'], ['sql', 'server', '2005'], ['server', '2005', '2008'], ['2005', '2008', '2012'], ['2008', '2012', 'languages'], ['2012', 'languages', 'core'], ['languages', 'core', 'java'], ['core', 'java', 'web'], ['java', 'web', 'technology'], ['web', 'technology', 'html'], ['technology', 'html', 'css'], ['html', 'css', 'testing'], ['css', 'testing', 'manual'], ['testing', 'manual', 'testing'], ['manual', 'testing', 'database'], ['testing', 'database', 'testing'], ['database', 'testing', 'other'], ['testing', 'other', 'bug'], ['other', 'bug', 'tracking'], ['bug', 'tracking', 'reporting'], ['tracking', 'reporting', 'end'], ['reporting', 'end', 'user'], ['end', 'user', 'handling'], ['user', 'handling', 'education'], ['handling', 'education', 'details'], ['education', 'details', 'january'], ['details', 'january', '2016'], ['january', '2016', 'mcs'], ['2016', 'mcs', 'pune'], ['mcs', 'pune', 'maharashtra'], ['pune', 'maharashtra', 'p'], ['maharashtra', 'p', 'v'], ['p', 'v', 'p'], ['v', 'p', 'college'], ['p', 'college', 'pravaranagar'], ['college', 'pravaranagar', 'january'], ['pravaranagar', 'january', '2011'], ['january', '2011', 'hsc'], ['2011', 'hsc', 'a'], ['hsc', 'a', 'k'], ['a', 'k', 'junior'], ['k', 'junior', 'college'], ['junior', 'college', 'january'], ['college', 'january', '2009'], ['january', '2009', 'ssc'], ['2009', 'ssc', 'a'], ['ssc', 'a', 'k'], ['a', 'k', 'mahavidyalya'], ['k', 'mahavidyalya', 'jr'], ['mahavidyalya', 'jr', 'testing'], ['jr', 'testing', 'engineer'], ['testing', 'engineer', 'jr'], ['engineer', 'jr', 'testing'], ['jr', 'testing', 'engineer'], ['testing', 'engineer', 'm'], ['engineer', 'm', 'tech'], ['m', 'tech', 'innovations'], ['tech', 'innovations', 'ltd'], ['innovations', 'ltd', 'skill'], ['ltd', 'skill', 'details'], ['skill', 'details', 'testing'], ['details', 'testing', 'exprience'], ['testing', 'exprience', '24'], ['exprience', '24', 'months'], ['24', 'months', 'windows'], ['months', 'windows', 'xp'], ['windows', 'xp', 'exprience'], ['xp', 'exprience', '24'], ['exprience', '24', 'months'], ['24', 'months', 'css'], ['months', 'css', 'exprience'], ['css', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'database'], ['months', 'database', 'exprience'], ['database', 'exprience', '6'], ['exprience', '6', 'months'], ['6', 'months', 'database'], ['months', 'database', 'testing'], ['database', 'testing', 'exprience'], ['testing', 'exprience', '6'], ['exprience', '6', 'monthscompany'], ['6', 'monthscompany', 'details'], ['monthscompany', 'details', 'company'], ['details', 'company', 'm'], ['company', 'm', 'tech'], ['m', 'tech', 'innovations'], ['tech', 'innovations', 'ltd'], ['innovations', 'ltd', 'description'], ['ltd', 'description', 'responsibilities'], ['description', 'responsibilities', 'analyzing'], ['responsibilities', 'analyzing', 'testing'], ['analyzing', 'testing', 'requirements'], ['testing', 'requirements', 'preparing'], ['requirements', 'preparing', 'test'], ['preparing', 'test', 'plans'], ['test', 'plans', 'test'], ['plans', 'test', 'scenarios'], ['test', 'scenarios', 'preparing'], ['scenarios', 'preparing', 'test'], ['preparing', 'test', 'cases'], ['test', 'cases', 'executing'], ['cases', 'executing', 'test'], ['executing', 'test', 'cases'], ['test', 'cases', 'tracking'], ['cases', 'tracking', 'bugs'], ['tracking', 'bugs', 'coordinating'], ['bugs', 'coordinating', 'developers'], ['coordinating', 'developers', 'order'], ['developers', 'order', 'fix'], ['order', 'fix', 'preparing'], ['fix', 'preparing', 'test'], ['preparing', 'test', 'summary'], ['test', 'summary', 'reports'], ['summary', 'reports', 'reporting'], ['reports', 'reporting', 'quality'], ['reporting', 'quality', 'manager'], ['quality', 'manager', 'attending'], ['manager', 'attending', 'meeting'], ['attending', 'meeting', 'projects'], ['meeting', 'projects', 'project'], ['projects', 'project', 'name'], ['project', 'name', '1'], ['name', '1', 'web'], ['1', 'web', 'based'], ['web', 'based', 'time'], ['based', 'time', 'attendance'], ['time', 'attendance', 'application'], ['attendance', 'application', 'environment'], ['application', 'environment', 'windows'], ['environment', 'windows', '7'], ['windows', '7', 'vista'], ['7', 'vista', 'windows'], ['vista', 'windows', 'xp'], ['windows', 'xp', 'windows'], ['xp', 'windows', '8'], ['windows', '8', 'windows'], ['8', 'windows', '10'], ['windows', '10', 'clients'], ['10', 'clients', 'mccia'], ['clients', 'mccia', 'sapphire'], ['mccia', 'sapphire', 'park'], ['sapphire', 'park', 'bramha'], ['park', 'bramha', 'suncity'], ['bramha', 'suncity', 'wanless'], ['suncity', 'wanless', 'hospital'], ['wanless', 'hospital', 'role'], ['hospital', 'role', 'software'], ['role', 'software', 'testing'], ['software', 'testing', 'duration'], ['testing', 'duration', '6'], ['duration', '6', 'months'], ['6', 'months', 'project'], ['months', 'project', 'name'], ['project', 'name', 'android'], ['name', 'android', '1'], ['android', '1', 'time'], ['1', 'time', 'attendance'], ['time', 'attendance', 'application'], ['attendance', 'application', '2'], ['application', '2', 'vehicle'], ['2', 'vehicle', 'tracking'], ['vehicle', 'tracking', 'system'], ['tracking', 'system', '3'], ['system', '3', 'vistor'], ['3', 'vistor', 'management'], ['vistor', 'management', 'system'], ['management', 'system', 'environment'], ['system', 'environment', 'android'], ['environment', 'android', 'mobile'], ['android', 'mobile', 'android'], ['mobile', 'android', 'tablet'], ['android', 'tablet', 'clients'], ['tablet', 'clients', 'vankan'], ['clients', 'vankan', 'security'], ['vankan', 'security', 'role'], ['security', 'role', 'application'], ['role', 'application', 'testing'], ['application', 'testing', 'duration'], ['testing', 'duration', '6'], ['duration', '6', 'months'], ['6', 'months', 'project'], ['months', 'project', 'name'], ['project', 'name', '1'], ['name', '1', 'web'], ['1', 'web', 'based'], ['web', 'based', 'factory'], ['based', 'factory', 'automation'], ['factory', 'automation', 'process'], ['automation', 'process', '2'], ['process', '2', 'web'], ['2', 'web', 'based'], ['web', 'based', 'annual'], ['based', 'annual', 'maintenance'], ['annual', 'maintenance', 'charges'], ['maintenance', 'charges', 'environment'], ['charges', 'environment', 'windows'], ['environment', 'windows', '7'], ['windows', '7', 'vista'], ['7', 'vista', 'windows'], ['vista', 'windows', 'xp'], ['windows', 'xp', 'windows'], ['xp', 'windows', '8'], ['windows', '8', 'windows'], ['8', 'windows', '10'], ['windows', '10', 'role'], ['10', 'role', 'software'], ['role', 'software', 'testing'], ['software', 'testing', 'duration'], ['testing', 'duration', '6'], ['duration', '6', 'months'], ['6', 'months', 'project'], ['months', 'project', 'name'], ['project', 'name', 'web'], ['name', 'web', 'based'], ['web', 'based', 'library'], ['based', 'library', 'management'], ['library', 'management', 'system'], ['management', 'system', 'environment'], ['system', 'environment', 'windows'], ['environment', 'windows', '7'], ['windows', '7', 'vista'], ['7', 'vista', 'windows'], ['vista', 'windows', 'xp'], ['windows', 'xp', 'windows'], ['xp', 'windows', '8'], ['windows', '8', 'windows'], ['8', 'windows', '10'], ['windows', '10', 'role'], ['10', 'role', 'software'], ['role', 'software', 'testing'], ['software', 'testing', 'duration'], ['testing', 'duration', '6'], ['duration', '6', 'months'], ['skill', 'set', 'os', 'windows'], ['set', 'os', 'windows', 'xp'], ['os', 'windows', 'xp', '7'], ['windows', 'xp', '7', '8'], ['xp', '7', '8', '8'], ['7', '8', '8', '1'], ['8', '8', '1', '10'], ['8', '1', '10', 'database'], ['1', '10', 'database', 'mysql'], ['10', 'database', 'mysql', 'sql'], ['database', 'mysql', 'sql', 'server'], ['mysql', 'sql', 'server', '2005'], ['sql', 'server', '2005', '2008'], ['server', '2005', '2008', '2012'], ['2005', '2008', '2012', 'languages'], ['2008', '2012', 'languages', 'core'], ['2012', 'languages', 'core', 'java'], ['languages', 'core', 'java', 'web'], ['core', 'java', 'web', 'technology'], ['java', 'web', 'technology', 'html'], ['web', 'technology', 'html', 'css'], ['technology', 'html', 'css', 'testing'], ['html', 'css', 'testing', 'manual'], ['css', 'testing', 'manual', 'testing'], ['testing', 'manual', 'testing', 'database'], ['manual', 'testing', 'database', 'testing'], ['testing', 'database', 'testing', 'other'], ['database', 'testing', 'other', 'bug'], ['testing', 'other', 'bug', 'tracking'], ['other', 'bug', 'tracking', 'reporting'], ['bug', 'tracking', 'reporting', 'end'], ['tracking', 'reporting', 'end', 'user'], ['reporting', 'end', 'user', 'handling'], ['end', 'user', 'handling', 'education'], ['user', 'handling', 'education', 'details'], ['handling', 'education', 'details', 'january'], ['education', 'details', 'january', '2016'], ['details', 'january', '2016', 'mcs'], ['january', '2016', 'mcs', 'pune'], ['2016', 'mcs', 'pune', 'maharashtra'], ['mcs', 'pune', 'maharashtra', 'p'], ['pune', 'maharashtra', 'p', 'v'], ['maharashtra', 'p', 'v', 'p'], ['p', 'v', 'p', 'college'], ['v', 'p', 'college', 'pravaranagar'], ['p', 'college', 'pravaranagar', 'january'], ['college', 'pravaranagar', 'january', '2011'], ['pravaranagar', 'january', '2011', 'hsc'], ['january', '2011', 'hsc', 'a'], ['2011', 'hsc', 'a', 'k'], ['hsc', 'a', 'k', 'junior'], ['a', 'k', 'junior', 'college'], ['k', 'junior', 'college', 'january'], ['junior', 'college', 'january', '2009'], ['college', 'january', '2009', 'ssc'], ['january', '2009', 'ssc', 'a'], ['2009', 'ssc', 'a', 'k'], ['ssc', 'a', 'k', 'mahavidyalya'], ['a', 'k', 'mahavidyalya', 'jr'], ['k', 'mahavidyalya', 'jr', 'testing'], ['mahavidyalya', 'jr', 'testing', 'engineer'], ['jr', 'testing', 'engineer', 'jr'], ['testing', 'engineer', 'jr', 'testing'], ['engineer', 'jr', 'testing', 'engineer'], ['jr', 'testing', 'engineer', 'm'], ['testing', 'engineer', 'm', 'tech'], ['engineer', 'm', 'tech', 'innovations'], ['m', 'tech', 'innovations', 'ltd'], ['tech', 'innovations', 'ltd', 'skill'], ['innovations', 'ltd', 'skill', 'details'], ['ltd', 'skill', 'details', 'testing'], ['skill', 'details', 'testing', 'exprience'], ['details', 'testing', 'exprience', '24'], ['testing', 'exprience', '24', 'months'], ['exprience', '24', 'months', 'windows'], ['24', 'months', 'windows', 'xp'], ['months', 'windows', 'xp', 'exprience'], ['windows', 'xp', 'exprience', '24'], ['xp', 'exprience', '24', 'months'], ['exprience', '24', 'months', 'css'], ['24', 'months', 'css', 'exprience'], ['months', 'css', 'exprience', '6'], ['css', 'exprience', '6', 'months'], ['exprience', '6', 'months', 'database'], ['6', 'months', 'database', 'exprience'], ['months', 'database', 'exprience', '6'], ['database', 'exprience', '6', 'months'], ['exprience', '6', 'months', 'database'], ['6', 'months', 'database', 'testing'], ['months', 'database', 'testing', 'exprience'], ['database', 'testing', 'exprience', '6'], ['testing', 'exprience', '6', 'monthscompany'], ['exprience', '6', 'monthscompany', 'details'], ['6', 'monthscompany', 'details', 'company'], ['monthscompany', 'details', 'company', 'm'], ['details', 'company', 'm', 'tech'], ['company', 'm', 'tech', 'innovations'], ['m', 'tech', 'innovations', 'ltd'], ['tech', 'innovations', 'ltd', 'description'], ['innovations', 'ltd', 'description', 'responsibilities'], ['ltd', 'description', 'responsibilities', 'analyzing'], ['description', 'responsibilities', 'analyzing', 'testing'], ['responsibilities', 'analyzing', 'testing', 'requirements'], ['analyzing', 'testing', 'requirements', 'preparing'], ['testing', 'requirements', 'preparing', 'test'], ['requirements', 'preparing', 'test', 'plans'], ['preparing', 'test', 'plans', 'test'], ['test', 'plans', 'test', 'scenarios'], ['plans', 'test', 'scenarios', 'preparing'], ['test', 'scenarios', 'preparing', 'test'], ['scenarios', 'preparing', 'test', 'cases'], ['preparing', 'test', 'cases', 'executing'], ['test', 'cases', 'executing', 'test'], ['cases', 'executing', 'test', 'cases'], ['executing', 'test', 'cases', 'tracking'], ['test', 'cases', 'tracking', 'bugs'], ['cases', 'tracking', 'bugs', 'coordinating'], ['tracking', 'bugs', 'coordinating', 'developers'], ['bugs', 'coordinating', 'developers', 'order'], ['coordinating', 'developers', 'order', 'fix'], ['developers', 'order', 'fix', 'preparing'], ['order', 'fix', 'preparing', 'test'], ['fix', 'preparing', 'test', 'summary'], ['preparing', 'test', 'summary', 'reports'], ['test', 'summary', 'reports', 'reporting'], ['summary', 'reports', 'reporting', 'quality'], ['reports', 'reporting', 'quality', 'manager'], ['reporting', 'quality', 'manager', 'attending'], ['quality', 'manager', 'attending', 'meeting'], ['manager', 'attending', 'meeting', 'projects'], ['attending', 'meeting', 'projects', 'project'], ['meeting', 'projects', 'project', 'name'], ['projects', 'project', 'name', '1'], ['project', 'name', '1', 'web'], ['name', '1', 'web', 'based'], ['1', 'web', 'based', 'time'], ['web', 'based', 'time', 'attendance'], ['based', 'time', 'attendance', 'application'], ['time', 'attendance', 'application', 'environment'], ['attendance', 'application', 'environment', 'windows'], ['application', 'environment', 'windows', '7'], ['environment', 'windows', '7', 'vista'], ['windows', '7', 'vista', 'windows'], ['7', 'vista', 'windows', 'xp'], ['vista', 'windows', 'xp', 'windows'], ['windows', 'xp', 'windows', '8'], ['xp', 'windows', '8', 'windows'], ['windows', '8', 'windows', '10'], ['8', 'windows', '10', 'clients'], ['windows', '10', 'clients', 'mccia'], ['10', 'clients', 'mccia', 'sapphire'], ['clients', 'mccia', 'sapphire', 'park'], ['mccia', 'sapphire', 'park', 'bramha'], ['sapphire', 'park', 'bramha', 'suncity'], ['park', 'bramha', 'suncity', 'wanless'], ['bramha', 'suncity', 'wanless', 'hospital'], ['suncity', 'wanless', 'hospital', 'role'], ['wanless', 'hospital', 'role', 'software'], ['hospital', 'role', 'software', 'testing'], ['role', 'software', 'testing', 'duration'], ['software', 'testing', 'duration', '6'], ['testing', 'duration', '6', 'months'], ['duration', '6', 'months', 'project'], ['6', 'months', 'project', 'name'], ['months', 'project', 'name', 'android'], ['project', 'name', 'android', '1'], ['name', 'android', '1', 'time'], ['android', '1', 'time', 'attendance'], ['1', 'time', 'attendance', 'application'], ['time', 'attendance', 'application', '2'], ['attendance', 'application', '2', 'vehicle'], ['application', '2', 'vehicle', 'tracking'], ['2', 'vehicle', 'tracking', 'system'], ['vehicle', 'tracking', 'system', '3'], ['tracking', 'system', '3', 'vistor'], ['system', '3', 'vistor', 'management'], ['3', 'vistor', 'management', 'system'], ['vistor', 'management', 'system', 'environment'], ['management', 'system', 'environment', 'android'], ['system', 'environment', 'android', 'mobile'], ['environment', 'android', 'mobile', 'android'], ['android', 'mobile', 'android', 'tablet'], ['mobile', 'android', 'tablet', 'clients'], ['android', 'tablet', 'clients', 'vankan'], ['tablet', 'clients', 'vankan', 'security'], ['clients', 'vankan', 'security', 'role'], ['vankan', 'security', 'role', 'application'], ['security', 'role', 'application', 'testing'], ['role', 'application', 'testing', 'duration'], ['application', 'testing', 'duration', '6'], ['testing', 'duration', '6', 'months'], ['duration', '6', 'months', 'project'], ['6', 'months', 'project', 'name'], ['months', 'project', 'name', '1'], ['project', 'name', '1', 'web'], ['name', '1', 'web', 'based'], ['1', 'web', 'based', 'factory'], ['web', 'based', 'factory', 'automation'], ['based', 'factory', 'automation', 'process'], ['factory', 'automation', 'process', '2'], ['automation', 'process', '2', 'web'], ['process', '2', 'web', 'based'], ['2', 'web', 'based', 'annual'], ['web', 'based', 'annual', 'maintenance'], ['based', 'annual', 'maintenance', 'charges'], ['annual', 'maintenance', 'charges', 'environment'], ['maintenance', 'charges', 'environment', 'windows'], ['charges', 'environment', 'windows', '7'], ['environment', 'windows', '7', 'vista'], ['windows', '7', 'vista', 'windows'], ['7', 'vista', 'windows', 'xp'], ['vista', 'windows', 'xp', 'windows'], ['windows', 'xp', 'windows', '8'], ['xp', 'windows', '8', 'windows'], ['windows', '8', 'windows', '10'], ['8', 'windows', '10', 'role'], ['windows', '10', 'role', 'software'], ['10', 'role', 'software', 'testing'], ['role', 'software', 'testing', 'duration'], ['software', 'testing', 'duration', '6'], ['testing', 'duration', '6', 'months'], ['duration', '6', 'months', 'project'], ['6', 'months', 'project', 'name'], ['months', 'project', 'name', 'web'], ['project', 'name', 'web', 'based'], ['name', 'web', 'based', 'library'], ['web', 'based', 'library', 'management'], ['based', 'library', 'management', 'system'], ['library', 'management', 'system', 'environment'], ['management', 'system', 'environment', 'windows'], ['system', 'environment', 'windows', '7'], ['environment', 'windows', '7', 'vista'], ['windows', '7', 'vista', 'windows'], ['7', 'vista', 'windows', 'xp'], ['vista', 'windows', 'xp', 'windows'], ['windows', 'xp', 'windows', '8'], ['xp', 'windows', '8', 'windows'], ['windows', '8', 'windows', '10'], ['8', 'windows', '10', 'role'], ['windows', '10', 'role', 'software'], ['10', 'role', 'software', 'testing'], ['role', 'software', 'testing', 'duration'], ['software', 'testing', 'duration', '6'], ['testing', 'duration', '6', 'months'], ['skill', 'set', 'os', 'windows', 'xp'], ['set', 'os', 'windows', 'xp', '7'], ['os', 'windows', 'xp', '7', '8'], ['windows', 'xp', '7', '8', '8'], ['xp', '7', '8', '8', '1'], ['7', '8', '8', '1', '10'], ['8', '8', '1', '10', 'database'], ['8', '1', '10', 'database', 'mysql'], ['1', '10', 'database', 'mysql', 'sql'], ['10', 'database', 'mysql', 'sql', 'server'], ['database', 'mysql', 'sql', 'server', '2005'], ['mysql', 'sql', 'server', '2005', '2008'], ['sql', 'server', '2005', '2008', '2012'], ['server', '2005', '2008', '2012', 'languages'], ['2005', '2008', '2012', 'languages', 'core'], ['2008', '2012', 'languages', 'core', 'java'], ['2012', 'languages', 'core', 'java', 'web'], ['languages', 'core', 'java', 'web', 'technology'], ...]]
#initially they are like seperate words we join them and make it a sentence of certain length
temp3=[]
for i in D1:
temp4=[]
for j in i:
temp4.append('-'.join(j))
temp3.append(temp4)
temp3
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'team-work-enjoy-part', 'work-enjoy-part-group', 'enjoy-part-group-achieve', 'part-group-achieve-combined', 'group-achieve-combined-goals', 'achieve-combined-goals-roles', 'combined-goals-roles-and', 'goals-roles-and-responsibilities', 'roles-and-responsibilities-at', 'and-responsibilities-at-hpc', 'responsibilities-at-hpc-ltd', 'at-hpc-ltd-assisting', 'hpc-ltd-assisting-briefing', 'ltd-assisting-briefing-counsels', 'assisting-briefing-counsels-matters', 'briefing-counsels-matters-relating', 'counsels-matters-relating-nagaon', 'matters-relating-nagaon-paper', 'relating-nagaon-paper-mill', 'nagaon-paper-mill-cachar', 'paper-mill-cachar-paper', 'mill-cachar-paper-mill', 'cachar-paper-mill-also', 'paper-mill-also-nagaland', 'mill-also-nagaland-pulp', 'also-nagaland-pulp-paper', 'nagaland-pulp-paper-corporation', 'pulp-paper-corporation-ltd', 'paper-corporation-ltd-the', 'corporation-ltd-the-task', 'ltd-the-task-legal', 'the-task-legal-vetting', 'task-legal-vetting-nibs', 'legal-vetting-nibs-nits', 'vetting-nibs-nits-terms', 'nibs-nits-terms-conditions', 'nits-terms-conditions-etc', 'terms-conditions-etc-providing', 'conditions-etc-providing-legal', 'etc-providing-legal-views', 'providing-legal-views-protect', 'legal-views-protect-interest', 'views-protect-interest-corporation', 'protect-interest-corporation-assisting', 'interest-corporation-assisting-formulation', 'corporation-assisting-formulation-drafting', 'assisting-formulation-drafting-disciplinary', 'formulation-drafting-disciplinary-matters', 'drafting-disciplinary-matters-liaisoning', 'disciplinary-matters-liaisoning-local', 'matters-liaisoning-local-bodies', 'liaisoning-local-bodies-also', 'local-bodies-also-forums', 'technical-qualifications-windows-ms-officeeducation', 'qualifications-windows-ms-officeeducation-details', 'windows-ms-officeeducation-details-ll', 'ms-officeeducation-details-ll-b', 'officeeducation-details-ll-b-guwahati', 'details-ll-b-guwahati-assam', 'll-b-guwahati-assam-university', 'b-guwahati-assam-university-law', 'guwahati-assam-university-law-college', 'assam-university-law-college-guwahati', 'university-law-college-guwahati-university', 'law-college-guwahati-university-b', 'college-guwahati-university-b-sc', 'guwahati-university-b-sc-jagiroad', 'university-b-sc-jagiroad-assam', 'b-sc-jagiroad-assam-in', 'sc-jagiroad-assam-in-jagiroad', 'jagiroad-assam-in-jagiroad-college', 'assam-in-jagiroad-college-morigaon', 'in-jagiroad-college-morigaon-college', 'jagiroad-college-morigaon-college-advocate', 'college-morigaon-college-advocate-advocate', 'morigaon-college-advocate-advocate-gauhati', 'college-advocate-advocate-gauhati-high', 'advocate-advocate-gauhati-high-court', 'advocate-gauhati-high-court-skill', 'gauhati-high-court-skill-details', 'high-court-skill-details-company', 'court-skill-details-company-details', 'skill-details-company-details-company', 'details-company-details-company-gauhati', 'company-details-company-gauhati-high', 'details-company-gauhati-high-court', 'company-gauhati-high-court-description', 'gauhati-high-court-description-gauhati', 'high-court-description-gauhati-high', 'court-description-gauhati-high-court', 'description-gauhati-high-court-subordinate', 'gauhati-high-court-subordinate-courts', 'high-court-subordinate-courts-tribunals', 'court-subordinate-courts-tribunals-statutory', 'subordinate-courts-tribunals-statutory-bodies', 'courts-tribunals-statutory-bodies-guwahati', 'tribunals-statutory-bodies-guwahati-2008', 'statutory-bodies-guwahati-2008-numerous', 'bodies-guwahati-2008-numerous-experiences', 'guwahati-2008-numerous-experiences-civil', '2008-numerous-experiences-civil-criminal', 'numerous-experiences-civil-criminal-cases', 'experiences-civil-criminal-cases-cases', 'civil-criminal-cases-cases-consumer', 'criminal-cases-cases-consumer-forum', 'cases-cases-consumer-forum-handling', 'cases-consumer-forum-handling-good', 'consumer-forum-handling-good-number', 'forum-handling-good-number-civil', 'handling-good-number-civil-well', 'good-number-civil-well-criminal', 'number-civil-well-criminal-matters', 'civil-well-criminal-matters-district', 'well-criminal-matters-district-sessions', 'criminal-matters-district-sessions-judge', 'matters-district-sessions-judge-court', 'district-sessions-judge-court-judge', 'sessions-judge-court-judge-court', 'judge-court-judge-court-c', 'court-judge-court-c-j', 'judge-court-c-j-m', 'court-c-j-m-court', 'c-j-m-court-consumer', 'j-m-court-consumer-forum', 'm-court-consumer-forum-also', 'court-consumer-forum-also-high', 'consumer-forum-also-high-court', 'forum-also-high-court-working', 'also-high-court-working-executive', 'high-court-working-executive-legal', 'court-working-executive-legal-hindustan', 'working-executive-legal-hindustan-paper', 'executive-legal-hindustan-paper-corporation', 'legal-hindustan-paper-corporation-limited', 'hindustan-paper-corporation-limited-a', 'paper-corporation-limited-a-govt', 'corporation-limited-a-govt-india', 'limited-a-govt-india-enterprise', 'a-govt-india-enterprise-nagaon', 'govt-india-enterprise-nagaon-paper', 'india-enterprise-nagaon-paper-mill', 'enterprise-nagaon-paper-mill-since', 'nagaon-paper-mill-since-jan', 'paper-mill-since-jan-2012', 'mill-since-jan-2012-strength', 'since-jan-2012-strength-adaptability', 'jan-2012-strength-adaptability-a', '2012-strength-adaptability-a-penchant', 'strength-adaptability-a-penchant-adapt', 'adaptability-a-penchant-adapt-conditions', 'a-penchant-adapt-conditions-level', 'penchant-adapt-conditions-level-environment', 'adapt-conditions-level-environment-ordance', 'conditions-level-environment-ordance-requirement', 'level-environment-ordance-requirement-given', 'environment-ordance-requirement-given-situation', 'ordance-requirement-given-situation-interpersonal', 'requirement-given-situation-interpersonal-an', 'given-situation-interpersonal-an-extrovert', 'situation-interpersonal-an-extrovert-core', 'interpersonal-an-extrovert-core-prefer', 'an-extrovert-core-prefer-interact', 'extrovert-core-prefer-interact-people', 'core-prefer-interact-people-walks', 'prefer-interact-people-walks-life', 'interact-people-walks-life-varying', 'people-walks-life-varying-strata', 'walks-life-varying-strata-society', 'life-varying-strata-society-ability', 'varying-strata-society-ability-quickly', 'strata-society-ability-quickly-establish', 'society-ability-quickly-establish-rapport', 'ability-quickly-establish-rapport-others', 'quickly-establish-rapport-others-team', 'establish-rapport-others-team-work', 'rapport-others-team-work-enjoy', 'others-team-work-enjoy-part', 'team-work-enjoy-part-group', 'work-enjoy-part-group-achieve', 'enjoy-part-group-achieve-combined', 'part-group-achieve-combined-goals', 'group-achieve-combined-goals-roles', 'achieve-combined-goals-roles-and', 'combined-goals-roles-and-responsibilities', 'goals-roles-and-responsibilities-at', 'roles-and-responsibilities-at-hpc', 'and-responsibilities-at-hpc-ltd', 'responsibilities-at-hpc-ltd-assisting', 'at-hpc-ltd-assisting-briefing', 'hpc-ltd-assisting-briefing-counsels', 'ltd-assisting-briefing-counsels-matters', 'assisting-briefing-counsels-matters-relating', 'briefing-counsels-matters-relating-nagaon', 'counsels-matters-relating-nagaon-paper', 'matters-relating-nagaon-paper-mill', 'relating-nagaon-paper-mill-cachar', 'nagaon-paper-mill-cachar-paper', 'paper-mill-cachar-paper-mill', 'mill-cachar-paper-mill-also', 'cachar-paper-mill-also-nagaland', 'paper-mill-also-nagaland-pulp', 'mill-also-nagaland-pulp-paper', 'also-nagaland-pulp-paper-corporation', 'nagaland-pulp-paper-corporation-ltd', 'pulp-paper-corporation-ltd-the', 'paper-corporation-ltd-the-task', 'corporation-ltd-the-task-legal', 'ltd-the-task-legal-vetting', 'the-task-legal-vetting-nibs', 'task-legal-vetting-nibs-nits', 'legal-vetting-nibs-nits-terms', 'vetting-nibs-nits-terms-conditions', 'nibs-nits-terms-conditions-etc', 'nits-terms-conditions-etc-providing', 'terms-conditions-etc-providing-legal', 'conditions-etc-providing-legal-views', 'etc-providing-legal-views-protect', 'providing-legal-views-protect-interest', 'legal-views-protect-interest-corporation', 'views-protect-interest-corporation-assisting', 'protect-interest-corporation-assisting-formulation', 'interest-corporation-assisting-formulation-drafting', 'corporation-assisting-formulation-drafting-disciplinary', 'assisting-formulation-drafting-disciplinary-matters', 'formulation-drafting-disciplinary-matters-liaisoning', 'drafting-disciplinary-matters-liaisoning-local', 'disciplinary-matters-liaisoning-local-bodies', 'matters-liaisoning-local-bodies-also', 'liaisoning-local-bodies-also-forums', 'technical-qualifications-windows-ms-officeeducation-details', 'qualifications-windows-ms-officeeducation-details-ll', 'windows-ms-officeeducation-details-ll-b', 'ms-officeeducation-details-ll-b-guwahati', 'officeeducation-details-ll-b-guwahati-assam', 'details-ll-b-guwahati-assam-university', 'll-b-guwahati-assam-university-law', 'b-guwahati-assam-university-law-college', 'guwahati-assam-university-law-college-guwahati', 'assam-university-law-college-guwahati-university', 'university-law-college-guwahati-university-b', 'law-college-guwahati-university-b-sc', 'college-guwahati-university-b-sc-jagiroad', 'guwahati-university-b-sc-jagiroad-assam', 'university-b-sc-jagiroad-assam-in', 'b-sc-jagiroad-assam-in-jagiroad', 'sc-jagiroad-assam-in-jagiroad-college', 'jagiroad-assam-in-jagiroad-college-morigaon', 'assam-in-jagiroad-college-morigaon-college', 'in-jagiroad-college-morigaon-college-advocate', 'jagiroad-college-morigaon-college-advocate-advocate', 'college-morigaon-college-advocate-advocate-gauhati', 'morigaon-college-advocate-advocate-gauhati-high', 'college-advocate-advocate-gauhati-high-court', 'advocate-advocate-gauhati-high-court-skill', 'advocate-gauhati-high-court-skill-details', 'gauhati-high-court-skill-details-company', 'high-court-skill-details-company-details', 'court-skill-details-company-details-company', 'skill-details-company-details-company-gauhati', 'details-company-details-company-gauhati-high', 'company-details-company-gauhati-high-court', 'details-company-gauhati-high-court-description', 'company-gauhati-high-court-description-gauhati', 'gauhati-high-court-description-gauhati-high', 'high-court-description-gauhati-high-court', 'court-description-gauhati-high-court-subordinate', 'description-gauhati-high-court-subordinate-courts', 'gauhati-high-court-subordinate-courts-tribunals', 'high-court-subordinate-courts-tribunals-statutory', 'court-subordinate-courts-tribunals-statutory-bodies', 'subordinate-courts-tribunals-statutory-bodies-guwahati', 'courts-tribunals-statutory-bodies-guwahati-2008', 'tribunals-statutory-bodies-guwahati-2008-numerous', 'statutory-bodies-guwahati-2008-numerous-experiences', 'bodies-guwahati-2008-numerous-experiences-civil', 'guwahati-2008-numerous-experiences-civil-criminal', '2008-numerous-experiences-civil-criminal-cases', 'numerous-experiences-civil-criminal-cases-cases', 'experiences-civil-criminal-cases-cases-consumer', 'civil-criminal-cases-cases-consumer-forum', 'criminal-cases-cases-consumer-forum-handling', 'cases-cases-consumer-forum-handling-good', 'cases-consumer-forum-handling-good-number', 'consumer-forum-handling-good-number-civil', 'forum-handling-good-number-civil-well', 'handling-good-number-civil-well-criminal', 'good-number-civil-well-criminal-matters', 'number-civil-well-criminal-matters-district', 'civil-well-criminal-matters-district-sessions', 'well-criminal-matters-district-sessions-judge', 'criminal-matters-district-sessions-judge-court', 'matters-district-sessions-judge-court-judge', 'district-sessions-judge-court-judge-court', 'sessions-judge-court-judge-court-c', 'judge-court-judge-court-c-j', 'court-judge-court-c-j-m', 'judge-court-c-j-m-court', 'court-c-j-m-court-consumer', 'c-j-m-court-consumer-forum', 'j-m-court-consumer-forum-also', 'm-court-consumer-forum-also-high', 'court-consumer-forum-also-high-court', 'consumer-forum-also-high-court-working', 'forum-also-high-court-working-executive', 'also-high-court-working-executive-legal', 'high-court-working-executive-legal-hindustan', 'court-working-executive-legal-hindustan-paper', 'working-executive-legal-hindustan-paper-corporation', 'executive-legal-hindustan-paper-corporation-limited', 'legal-hindustan-paper-corporation-limited-a', 'hindustan-paper-corporation-limited-a-govt', 'paper-corporation-limited-a-govt-india', 'corporation-limited-a-govt-india-enterprise', 'limited-a-govt-india-enterprise-nagaon', 'a-govt-india-enterprise-nagaon-paper', 'govt-india-enterprise-nagaon-paper-mill', 'india-enterprise-nagaon-paper-mill-since', 'enterprise-nagaon-paper-mill-since-jan', 'nagaon-paper-mill-since-jan-2012', 'paper-mill-since-jan-2012-strength', 'mill-since-jan-2012-strength-adaptability', 'since-jan-2012-strength-adaptability-a', 'jan-2012-strength-adaptability-a-penchant', '2012-strength-adaptability-a-penchant-adapt', 'strength-adaptability-a-penchant-adapt-conditions', 'adaptability-a-penchant-adapt-conditions-level', 'a-penchant-adapt-conditions-level-environment', 'penchant-adapt-conditions-level-environment-ordance', 'adapt-conditions-level-environment-ordance-requirement', 'conditions-level-environment-ordance-requirement-given', 'level-environment-ordance-requirement-given-situation', 'environment-ordance-requirement-given-situation-interpersonal', 'ordance-requirement-given-situation-interpersonal-an', 'requirement-given-situation-interpersonal-an-extrovert', 'given-situation-interpersonal-an-extrovert-core', 'situation-interpersonal-an-extrovert-core-prefer', 'interpersonal-an-extrovert-core-prefer-interact', 'an-extrovert-core-prefer-interact-people', 'extrovert-core-prefer-interact-people-walks', ...], ['education', 'details', 'b', 'com', 'll', 'b', 'university', 'clacutta', 'university', 'burdwan', 'advocate', 'skill', 'details', 'taxation', 'matters', 'income', 'tax', 'gst', 'p', 'tax', 'a', 'ounts', 'exprience', 'less', '1', 'year', 'months', 'filing', 'income', 'tax', 'returns', 'gst', 'returns', 'e', 'tds', 'air', 'exprience', 'less', '1', 'year', 'monthscompany', 'details', 'company', 'practice', 'description', '1', 'drafting', 'preparation', 'plaint', 'a', 'ounts', 'move', 'relevant', 'authority', 'hear', 'cases', 'education-details', 'details-b', 'b-com', 'com-ll', 'll-b', 'b-university', 'university-clacutta', 'clacutta-university', 'university-burdwan', 'burdwan-advocate', 'advocate-skill', 'skill-details', 'details-taxation', 'taxation-matters', 'matters-income', 'income-tax', 'tax-gst', 'gst-p', 'p-tax', 'tax-a', 'a-ounts', 'ounts-exprience', 'exprience-less', 'less-1', '1-year', 'year-months', 'months-filing', 'filing-income', 'income-tax', 'tax-returns', 'returns-gst', 'gst-returns', 'returns-e', 'e-tds', 'tds-air', 'air-exprience', 'exprience-less', 'less-1', '1-year', 'year-monthscompany', 'monthscompany-details', 'details-company', 'company-practice', 'practice-description', 'description-1', '1-drafting', 'drafting-preparation', 'preparation-plaint', 'plaint-a', 'a-ounts', 'ounts-move', 'move-relevant', 'relevant-authority', 'authority-hear', 'hear-cases', 'education-details-b', 'details-b-com', 'b-com-ll', 'com-ll-b', 'll-b-university', 'b-university-clacutta', 'university-clacutta-university', 'clacutta-university-burdwan', 'university-burdwan-advocate', 'burdwan-advocate-skill', 'advocate-skill-details', 'skill-details-taxation', 'details-taxation-matters', 'taxation-matters-income', 'matters-income-tax', 'income-tax-gst', 'tax-gst-p', 'gst-p-tax', 'p-tax-a', 'tax-a-ounts', 'a-ounts-exprience', 'ounts-exprience-less', 'exprience-less-1', 'less-1-year', '1-year-months', 'year-months-filing', 'months-filing-income', 'filing-income-tax', 'income-tax-returns', 'tax-returns-gst', 'returns-gst-returns', 'gst-returns-e', 'returns-e-tds', 'e-tds-air', 'tds-air-exprience', 'air-exprience-less', 'exprience-less-1', 'less-1-year', '1-year-monthscompany', 'year-monthscompany-details', 'monthscompany-details-company', 'details-company-practice', 'company-practice-description', 'practice-description-1', 'description-1-drafting', '1-drafting-preparation', 'drafting-preparation-plaint', 'preparation-plaint-a', 'plaint-a-ounts', 'a-ounts-move', 'ounts-move-relevant', 'move-relevant-authority', 'relevant-authority-hear', 'authority-hear-cases', 'education-details-b-com', 'details-b-com-ll', 'b-com-ll-b', 'com-ll-b-university', 'll-b-university-clacutta', 'b-university-clacutta-university', 'university-clacutta-university-burdwan', 'clacutta-university-burdwan-advocate', 'university-burdwan-advocate-skill', 'burdwan-advocate-skill-details', 'advocate-skill-details-taxation', 'skill-details-taxation-matters', 'details-taxation-matters-income', 'taxation-matters-income-tax', 'matters-income-tax-gst', 'income-tax-gst-p', 'tax-gst-p-tax', 'gst-p-tax-a', 'p-tax-a-ounts', 'tax-a-ounts-exprience', 'a-ounts-exprience-less', 'ounts-exprience-less-1', 'exprience-less-1-year', 'less-1-year-months', '1-year-months-filing', 'year-months-filing-income', 'months-filing-income-tax', 'filing-income-tax-returns', 'income-tax-returns-gst', 'tax-returns-gst-returns', 'returns-gst-returns-e', 'gst-returns-e-tds', 'returns-e-tds-air', 'e-tds-air-exprience', 'tds-air-exprience-less', 'air-exprience-less-1', 'exprience-less-1-year', 'less-1-year-monthscompany', '1-year-monthscompany-details', 'year-monthscompany-details-company', 'monthscompany-details-company-practice', 'details-company-practice-description', 'company-practice-description-1', 'practice-description-1-drafting', 'description-1-drafting-preparation', '1-drafting-preparation-plaint', 'drafting-preparation-plaint-a', 'preparation-plaint-a-ounts', 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'exprience-36-months-sales-exprience', '36-months-sales-exprience-36', 'months-sales-exprience-36-monthscompany', 'sales-exprience-36-monthscompany-details', 'exprience-36-monthscompany-details-company', '36-monthscompany-details-company-bajaj', 'monthscompany-details-company-bajaj-finance', 'details-company-bajaj-finance-description', 'company-bajaj-finance-description-company', 'bajaj-finance-description-company-bajaj', 'finance-description-company-bajaj-finance', 'description-company-bajaj-finance-description', 'company-bajaj-finance-description-sbi', 'bajaj-finance-description-sbi-bank', 'finance-description-sbi-bank-as', 'description-sbi-bank-as-a', 'sbi-bank-as-a-office', 'bank-as-a-office-assistence', 'as-a-office-assistence-for', 'a-office-assistence-for-1', 'office-assistence-for-1-year', 'assistence-for-1-year-k', 'for-1-year-k-g', '1-year-k-g-n', 'year-k-g-n-shope', 'k-g-n-shope-as', 'g-n-shope-as-a', 'n-shope-as-a-office', 'shope-as-a-office-assistence', 'as-a-office-assistence-6', 'a-office-assistence-6-month', 'office-assistence-6-month-vodafone', 'assistence-6-month-vodafone-as', '6-month-vodafone-as-a', 'month-vodafone-as-a-telle', 'vodafone-as-a-telle-caller', 'as-a-telle-caller-1', 'a-telle-caller-1-year', 'telle-caller-1-year-bajaj', 'caller-1-year-bajaj-finserv', '1-year-bajaj-finserv-ltd', 'year-bajaj-finserv-ltd-as', 'bajaj-finserv-ltd-as-an', 'finserv-ltd-as-an-assistant', 'ltd-as-an-assistant-sales', 'as-an-assistant-sales-manager', 'an-assistant-sales-manager-11', 'assistant-sales-manager-11-month', 'sales-manager-11-month-square', 'manager-11-month-square-capital', '11-month-square-capital-as', 'month-square-capital-as-a', 'square-capital-as-a-sales', 'capital-as-a-sales-manager', 'as-a-sales-manager-5', 'a-sales-manager-5-month', 'sales-manager-5-month-at', 'manager-5-month-at-present', '5-month-at-present-working', 'month-at-present-working-bajaj', 'at-present-working-bajaj-housing', 'present-working-bajaj-housing-finance', 'working-bajaj-housing-finance-ltd', 'bajaj-housing-finance-ltd-as', 'housing-finance-ltd-as-an', 'finance-ltd-as-an-assistant', 'ltd-as-an-assistant-sales', 'as-an-assistant-sales-manager', 'skills-1-ms-office-2-good', '1-ms-office-2-good-communication', 'ms-office-2-good-communication-skills', 'office-2-good-communication-skills-convincing', '2-good-communication-skills-convincing-power', 'good-communication-skills-convincing-power-3', 'communication-skills-convincing-power-3-knowledge', 'skills-convincing-power-3-knowledge-sales', 'convincing-power-3-knowledge-sales-marketing', 'power-3-knowledge-sales-marketing-4', '3-knowledge-sales-marketing-4-customer', 'knowledge-sales-marketing-4-customer-sales', 'sales-marketing-4-customer-sales-management', 'marketing-4-customer-sales-management-5', '4-customer-sales-management-5-talent', 'customer-sales-management-5-talent-management', 'sales-management-5-talent-management-6', 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'winxp-7-8-1', '7-8-1-10', '8-1-10-linux', '1-10-linux-mac', '10-linux-mac-os', 'linux-mac-os-education', 'mac-os-education-details', 'os-education-details-august', 'education-details-august-2013', 'details-august-2013-july', 'august-2013-july-2016', '2013-july-2016-be', 'july-2016-be-computer', '2016-be-computer-engineering', 'be-computer-engineering-nashik', 'computer-engineering-nashik-maharashtra', 'engineering-nashik-maharashtra-late', 'nashik-maharashtra-late-g', 'maharashtra-late-g-n', 'late-g-n-sapkal', 'g-n-sapkal-coe', 'n-sapkal-coe-nashik', 'sapkal-coe-nashik-july', 'coe-nashik-july-2009', 'nashik-july-2009-june', 'july-2009-june-2013', '2009-june-2013-diploma', 'june-2013-diploma-computer', '2013-diploma-computer-technology', 'diploma-computer-technology-nashik', 'computer-technology-nashik-maharashtra', 'technology-nashik-maharashtra-k', 'nashik-maharashtra-k-k', 'maharashtra-k-k-wagh', 'k-k-wagh-polytechnic', 'k-wagh-polytechnic-nashik', 'wagh-polytechnic-nashik-java', 'polytechnic-nashik-java-developer', 'nashik-java-developer-java', 'java-developer-java-developer', 'developer-java-developer-skill', 'java-developer-skill-details', 'developer-skill-details-ajax', 'skill-details-ajax-exprience', 'details-ajax-exprience-12', 'ajax-exprience-12-months', 'exprience-12-months-database', '12-months-database-exprience', 'months-database-exprience-24', 'database-exprience-24-months', 'exprience-24-months-html', '24-months-html-exprience', 'months-html-exprience-24', 'html-exprience-24-months', 'exprience-24-months-j2ee', '24-months-j2ee-exprience', 'months-j2ee-exprience-6', 'j2ee-exprience-6-months', 'exprience-6-months-java', '6-months-java-exprience', 'months-java-exprience-24', 'java-exprience-24-months', 'exprience-24-months-spring', '24-months-spring-mvc', 'months-spring-mvc-exprience', 'spring-mvc-exprience-12', 'mvc-exprience-12-months', 'exprience-12-months-ionic', '12-months-ionic-3', 'months-ionic-3-exprience', 'ionic-3-exprience-6', '3-exprience-6-months', 'exprience-6-months-angular', '6-months-angular-js', 'months-angular-js-exprience', 'angular-js-exprience-6', 'js-exprience-6-months', 'exprience-6-months-spring', '6-months-spring-exprience', 'months-spring-exprience-less', 'spring-exprience-less-1', 'exprience-less-1-year', 'less-1-year-months', '1-year-months-java', 'year-months-java-exprience', 'months-java-exprience-less', 'java-exprience-less-1', 'exprience-less-1-year', 'less-1-year-monthscompany', '1-year-monthscompany-details', 'year-monthscompany-details-company', 'monthscompany-details-company-replete', 'details-company-replete-business', 'company-replete-business-solutions', 'replete-business-solutions-pvt', 'business-solutions-pvt-ltd', 'solutions-pvt-ltd-description', 'pvt-ltd-description-working', 'ltd-description-working-java', 'description-working-java-developer', 'working-java-developer-spring', 'java-developer-spring-mvc', 'developer-spring-mvc-mysql', 'spring-mvc-mysql-mssql', 'mvc-mysql-mssql-java', 'mysql-mssql-java-j2ee', 'mssql-java-j2ee-ajax', 'java-j2ee-ajax-javascript', 'j2ee-ajax-javascript-ionic', 'ajax-javascript-ionic-3', 'javascript-ionic-3-framework', 'ionic-3-framework-angular', '3-framework-angular-js', 'framework-angular-js-etc', 'angular-js-etc-technologies', 'technicalskills-springmvc-hibernate-jdbc-java', 'springmvc-hibernate-jdbc-java-j2ee', 'hibernate-jdbc-java-j2ee-azureweb', 'jdbc-java-j2ee-azureweb-suntechnologies', 'java-j2ee-azureweb-suntechnologies-services', 'j2ee-azureweb-suntechnologies-services-jsp', 'azureweb-suntechnologies-services-jsp-struts', 'suntechnologies-services-jsp-struts-servlet', 'services-jsp-struts-servlet-restapi', 'jsp-struts-servlet-restapi-scripting', 'struts-servlet-restapi-scripting-javascript', 'servlet-restapi-scripting-javascript-ajax', 'restapi-scripting-javascript-ajax-html', 'scripting-javascript-ajax-html-json', 'javascript-ajax-html-json-opensourcetechnologies', 'ajax-html-json-opensourcetechnologies-php', 'html-json-opensourcetechnologies-php-database', 'json-opensourcetechnologies-php-database-mssql', 'opensourcetechnologies-php-database-mssql-mysql', 'php-database-mssql-mysql-oracle', 'database-mssql-mysql-oracle-webservers', 'mssql-mysql-oracle-webservers-apachetomcatserver', 'mysql-oracle-webservers-apachetomcatserver-internettechnologiesand', 'oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications', 'webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices', 'apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks', 'internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic', 'onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html', 'azurewebservices-frameworks-ionic-html-json', 'frameworks-ionic-html-json-operatingsystem', 'ionic-html-json-operatingsystem-windowsserver2012r2', 'html-json-operatingsystem-windowsserver2012r2-winxp', 'json-operatingsystem-windowsserver2012r2-winxp-7', 'operatingsystem-windowsserver2012r2-winxp-7-8', 'windowsserver2012r2-winxp-7-8-1', 'winxp-7-8-1-10', '7-8-1-10-linux', '8-1-10-linux-mac', '1-10-linux-mac-os', '10-linux-mac-os-education', 'linux-mac-os-education-details', 'mac-os-education-details-august', 'os-education-details-august-2013', 'education-details-august-2013-july', 'details-august-2013-july-2016', 'august-2013-july-2016-be', '2013-july-2016-be-computer', 'july-2016-be-computer-engineering', '2016-be-computer-engineering-nashik', 'be-computer-engineering-nashik-maharashtra', 'computer-engineering-nashik-maharashtra-late', 'engineering-nashik-maharashtra-late-g', 'nashik-maharashtra-late-g-n', 'maharashtra-late-g-n-sapkal', 'late-g-n-sapkal-coe', 'g-n-sapkal-coe-nashik', 'n-sapkal-coe-nashik-july', 'sapkal-coe-nashik-july-2009', 'coe-nashik-july-2009-june', 'nashik-july-2009-june-2013', 'july-2009-june-2013-diploma', '2009-june-2013-diploma-computer', 'june-2013-diploma-computer-technology', '2013-diploma-computer-technology-nashik', 'diploma-computer-technology-nashik-maharashtra', 'computer-technology-nashik-maharashtra-k', 'technology-nashik-maharashtra-k-k', 'nashik-maharashtra-k-k-wagh', 'maharashtra-k-k-wagh-polytechnic', 'k-k-wagh-polytechnic-nashik', 'k-wagh-polytechnic-nashik-java', 'wagh-polytechnic-nashik-java-developer', 'polytechnic-nashik-java-developer-java', 'nashik-java-developer-java-developer', 'java-developer-java-developer-skill', 'developer-java-developer-skill-details', 'java-developer-skill-details-ajax', 'developer-skill-details-ajax-exprience', 'skill-details-ajax-exprience-12', 'details-ajax-exprience-12-months', 'ajax-exprience-12-months-database', 'exprience-12-months-database-exprience', '12-months-database-exprience-24', 'months-database-exprience-24-months', 'database-exprience-24-months-html', 'exprience-24-months-html-exprience', '24-months-html-exprience-24', 'months-html-exprience-24-months', 'html-exprience-24-months-j2ee', 'exprience-24-months-j2ee-exprience', '24-months-j2ee-exprience-6', 'months-j2ee-exprience-6-months', 'j2ee-exprience-6-months-java', 'exprience-6-months-java-exprience', '6-months-java-exprience-24', 'months-java-exprience-24-months', 'java-exprience-24-months-spring', 'exprience-24-months-spring-mvc', '24-months-spring-mvc-exprience', 'months-spring-mvc-exprience-12', 'spring-mvc-exprience-12-months', 'mvc-exprience-12-months-ionic', 'exprience-12-months-ionic-3', '12-months-ionic-3-exprience', 'months-ionic-3-exprience-6', 'ionic-3-exprience-6-months', '3-exprience-6-months-angular', 'exprience-6-months-angular-js', '6-months-angular-js-exprience', 'months-angular-js-exprience-6', 'angular-js-exprience-6-months', 'js-exprience-6-months-spring', 'exprience-6-months-spring-exprience', '6-months-spring-exprience-less', 'months-spring-exprience-less-1', 'spring-exprience-less-1-year', 'exprience-less-1-year-months', 'less-1-year-months-java', '1-year-months-java-exprience', 'year-months-java-exprience-less', 'months-java-exprience-less-1', 'java-exprience-less-1-year', 'exprience-less-1-year-monthscompany', 'less-1-year-monthscompany-details', '1-year-monthscompany-details-company', 'year-monthscompany-details-company-replete', 'monthscompany-details-company-replete-business', 'details-company-replete-business-solutions', 'company-replete-business-solutions-pvt', 'replete-business-solutions-pvt-ltd', 'business-solutions-pvt-ltd-description', 'solutions-pvt-ltd-description-working', 'pvt-ltd-description-working-java', 'ltd-description-working-java-developer', 'description-working-java-developer-spring', 'working-java-developer-spring-mvc', 'java-developer-spring-mvc-mysql', 'developer-spring-mvc-mysql-mssql', 'spring-mvc-mysql-mssql-java', 'mvc-mysql-mssql-java-j2ee', 'mysql-mssql-java-j2ee-ajax', 'mssql-java-j2ee-ajax-javascript', 'java-j2ee-ajax-javascript-ionic', 'j2ee-ajax-javascript-ionic-3', 'ajax-javascript-ionic-3-framework', 'javascript-ionic-3-framework-angular', 'ionic-3-framework-angular-js', '3-framework-angular-js-etc', 'framework-angular-js-etc-technologies', 'technicalskills-springmvc-hibernate-jdbc-java-j2ee', 'springmvc-hibernate-jdbc-java-j2ee-azureweb', 'hibernate-jdbc-java-j2ee-azureweb-suntechnologies', 'jdbc-java-j2ee-azureweb-suntechnologies-services', 'java-j2ee-azureweb-suntechnologies-services-jsp', 'j2ee-azureweb-suntechnologies-services-jsp-struts', 'azureweb-suntechnologies-services-jsp-struts-servlet', 'suntechnologies-services-jsp-struts-servlet-restapi', 'services-jsp-struts-servlet-restapi-scripting', 'jsp-struts-servlet-restapi-scripting-javascript', 'struts-servlet-restapi-scripting-javascript-ajax', 'servlet-restapi-scripting-javascript-ajax-html', 'restapi-scripting-javascript-ajax-html-json', 'scripting-javascript-ajax-html-json-opensourcetechnologies', 'javascript-ajax-html-json-opensourcetechnologies-php', 'ajax-html-json-opensourcetechnologies-php-database', 'html-json-opensourcetechnologies-php-database-mssql', 'json-opensourcetechnologies-php-database-mssql-mysql', 'opensourcetechnologies-php-database-mssql-mysql-oracle', 'php-database-mssql-mysql-oracle-webservers', 'database-mssql-mysql-oracle-webservers-apachetomcatserver', 'mssql-mysql-oracle-webservers-apachetomcatserver-internettechnologiesand', 'mysql-oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications', 'oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices', 'webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks', 'apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic', 'internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html', 'onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html-json', 'azurewebservices-frameworks-ionic-html-json-operatingsystem', 'frameworks-ionic-html-json-operatingsystem-windowsserver2012r2', 'ionic-html-json-operatingsystem-windowsserver2012r2-winxp', 'html-json-operatingsystem-windowsserver2012r2-winxp-7', 'json-operatingsystem-windowsserver2012r2-winxp-7-8', 'operatingsystem-windowsserver2012r2-winxp-7-8-1', 'windowsserver2012r2-winxp-7-8-1-10', 'winxp-7-8-1-10-linux', '7-8-1-10-linux-mac', '8-1-10-linux-mac-os', '1-10-linux-mac-os-education', '10-linux-mac-os-education-details', 'linux-mac-os-education-details-august', 'mac-os-education-details-august-2013', 'os-education-details-august-2013-july', 'education-details-august-2013-july-2016', 'details-august-2013-july-2016-be', 'august-2013-july-2016-be-computer', '2013-july-2016-be-computer-engineering', 'july-2016-be-computer-engineering-nashik', '2016-be-computer-engineering-nashik-maharashtra', 'be-computer-engineering-nashik-maharashtra-late', 'computer-engineering-nashik-maharashtra-late-g', 'engineering-nashik-maharashtra-late-g-n', 'nashik-maharashtra-late-g-n-sapkal', 'maharashtra-late-g-n-sapkal-coe', 'late-g-n-sapkal-coe-nashik', 'g-n-sapkal-coe-nashik-july', 'n-sapkal-coe-nashik-july-2009', 'sapkal-coe-nashik-july-2009-june', 'coe-nashik-july-2009-june-2013', 'nashik-july-2009-june-2013-diploma', 'july-2009-june-2013-diploma-computer', '2009-june-2013-diploma-computer-technology', 'june-2013-diploma-computer-technology-nashik', '2013-diploma-computer-technology-nashik-maharashtra', 'diploma-computer-technology-nashik-maharashtra-k', 'computer-technology-nashik-maharashtra-k-k', 'technology-nashik-maharashtra-k-k-wagh', 'nashik-maharashtra-k-k-wagh-polytechnic', 'maharashtra-k-k-wagh-polytechnic-nashik', 'k-k-wagh-polytechnic-nashik-java', 'k-wagh-polytechnic-nashik-java-developer', 'wagh-polytechnic-nashik-java-developer-java', 'polytechnic-nashik-java-developer-java-developer', 'nashik-java-developer-java-developer-skill', 'java-developer-java-developer-skill-details', 'developer-java-developer-skill-details-ajax', 'java-developer-skill-details-ajax-exprience', 'developer-skill-details-ajax-exprience-12', 'skill-details-ajax-exprience-12-months', 'details-ajax-exprience-12-months-database', 'ajax-exprience-12-months-database-exprience', 'exprience-12-months-database-exprience-24', '12-months-database-exprience-24-months', 'months-database-exprience-24-months-html', 'database-exprience-24-months-html-exprience', 'exprience-24-months-html-exprience-24', '24-months-html-exprience-24-months', 'months-html-exprience-24-months-j2ee', 'html-exprience-24-months-j2ee-exprience', 'exprience-24-months-j2ee-exprience-6', '24-months-j2ee-exprience-6-months', 'months-j2ee-exprience-6-months-java', 'j2ee-exprience-6-months-java-exprience', 'exprience-6-months-java-exprience-24', '6-months-java-exprience-24-months', 'months-java-exprience-24-months-spring', 'java-exprience-24-months-spring-mvc', 'exprience-24-months-spring-mvc-exprience', '24-months-spring-mvc-exprience-12', 'months-spring-mvc-exprience-12-months', 'spring-mvc-exprience-12-months-ionic', 'mvc-exprience-12-months-ionic-3', 'exprience-12-months-ionic-3-exprience', '12-months-ionic-3-exprience-6', 'months-ionic-3-exprience-6-months', 'ionic-3-exprience-6-months-angular', '3-exprience-6-months-angular-js', 'exprience-6-months-angular-js-exprience', '6-months-angular-js-exprience-6', 'months-angular-js-exprience-6-months', 'angular-js-exprience-6-months-spring', 'js-exprience-6-months-spring-exprience', 'exprience-6-months-spring-exprience-less', '6-months-spring-exprience-less-1', 'months-spring-exprience-less-1-year', 'spring-exprience-less-1-year-months', 'exprience-less-1-year-months-java', 'less-1-year-months-java-exprience', '1-year-months-java-exprience-less', 'year-months-java-exprience-less-1', 'months-java-exprience-less-1-year', 'java-exprience-less-1-year-monthscompany', 'exprience-less-1-year-monthscompany-details', 'less-1-year-monthscompany-details-company', '1-year-monthscompany-details-company-replete', 'year-monthscompany-details-company-replete-business', 'monthscompany-details-company-replete-business-solutions', 'details-company-replete-business-solutions-pvt', 'company-replete-business-solutions-pvt-ltd', 'replete-business-solutions-pvt-ltd-description', 'business-solutions-pvt-ltd-description-working', 'solutions-pvt-ltd-description-working-java', 'pvt-ltd-description-working-java-developer', 'ltd-description-working-java-developer-spring', 'description-working-java-developer-spring-mvc', 'working-java-developer-spring-mvc-mysql', 'java-developer-spring-mvc-mysql-mssql', 'developer-spring-mvc-mysql-mssql-java', 'spring-mvc-mysql-mssql-java-j2ee', 'mvc-mysql-mssql-java-j2ee-ajax', 'mysql-mssql-java-j2ee-ajax-javascript', 'mssql-java-j2ee-ajax-javascript-ionic', 'java-j2ee-ajax-javascript-ionic-3', 'j2ee-ajax-javascript-ionic-3-framework', 'ajax-javascript-ionic-3-framework-angular', 'javascript-ionic-3-framework-angular-js', 'ionic-3-framework-angular-js-etc', '3-framework-angular-js-etc-technologies', 'technicalskills-springmvc-hibernate-jdbc-java-j2ee-azureweb', 'springmvc-hibernate-jdbc-java-j2ee-azureweb-suntechnologies', 'hibernate-jdbc-java-j2ee-azureweb-suntechnologies-services', 'jdbc-java-j2ee-azureweb-suntechnologies-services-jsp', 'java-j2ee-azureweb-suntechnologies-services-jsp-struts', 'j2ee-azureweb-suntechnologies-services-jsp-struts-servlet', 'azureweb-suntechnologies-services-jsp-struts-servlet-restapi', 'suntechnologies-services-jsp-struts-servlet-restapi-scripting', 'services-jsp-struts-servlet-restapi-scripting-javascript', 'jsp-struts-servlet-restapi-scripting-javascript-ajax', 'struts-servlet-restapi-scripting-javascript-ajax-html', 'servlet-restapi-scripting-javascript-ajax-html-json', 'restapi-scripting-javascript-ajax-html-json-opensourcetechnologies', 'scripting-javascript-ajax-html-json-opensourcetechnologies-php', 'javascript-ajax-html-json-opensourcetechnologies-php-database', 'ajax-html-json-opensourcetechnologies-php-database-mssql', 'html-json-opensourcetechnologies-php-database-mssql-mysql', 'json-opensourcetechnologies-php-database-mssql-mysql-oracle', 'opensourcetechnologies-php-database-mssql-mysql-oracle-webservers', 'php-database-mssql-mysql-oracle-webservers-apachetomcatserver', 'database-mssql-mysql-oracle-webservers-apachetomcatserver-internettechnologiesand', 'mssql-mysql-oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications', 'mysql-oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices', 'oracle-webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks', 'webservers-apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic', 'apachetomcatserver-internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html', 'internettechnologiesand-onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html-json', 'onesignalwebpushnotifications-azurewebservices-frameworks-ionic-html-json-operatingsystem', 'azurewebservices-frameworks-ionic-html-json-operatingsystem-windowsserver2012r2', 'frameworks-ionic-html-json-operatingsystem-windowsserver2012r2-winxp', 'ionic-html-json-operatingsystem-windowsserver2012r2-winxp-7', 'html-json-operatingsystem-windowsserver2012r2-winxp-7-8', 'json-operatingsystem-windowsserver2012r2-winxp-7-8-1', 'operatingsystem-windowsserver2012r2-winxp-7-8-1-10', 'windowsserver2012r2-winxp-7-8-1-10-linux', 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'vista-7-8-databases-my', '7-8-databases-my-sql', '8-databases-my-sql-concepts', 'databases-my-sql-concepts-oops', 'my-sql-concepts-oops-core', 'sql-concepts-oops-core-java', 'concepts-oops-core-java-advance', 'oops-core-java-advance-java', 'core-java-advance-java-development', 'java-advance-java-development-tool', 'advance-java-development-tool-eclipse', 'java-development-tool-eclipse-net', 'development-tool-eclipse-net-beans', 'tool-eclipse-net-beans-ide', 'eclipse-net-beans-ide-web', 'net-beans-ide-web-server', 'beans-ide-web-server-apache', 'ide-web-server-apache-tomcat', 'web-server-apache-tomcat-7', 'server-apache-tomcat-7-0education', 'apache-tomcat-7-0education-details', 'tomcat-7-0education-details-january', '7-0education-details-january-2007', '0education-details-january-2007-h', 'details-january-2007-h-s', 'january-2007-h-s-c', '2007-h-s-c-amravati', 'h-s-c-amravati-maharashtra', 's-c-amravati-maharashtra-vidyabharati', 'c-amravati-maharashtra-vidyabharati-college', 'amravati-maharashtra-vidyabharati-college-january', 'maharashtra-vidyabharati-college-january-2005', 'vidyabharati-college-january-2005-s', 'college-january-2005-s-s', 'january-2005-s-s-c', '2005-s-s-c-amravati', 's-s-c-amravati-maharashtra', 's-c-amravati-maharashtra-holy', 'c-amravati-maharashtra-holy-cross', 'amravati-maharashtra-holy-cross-english', 'maharashtra-holy-cross-english-school', 'holy-cross-english-school-java', 'cross-english-school-java-developer', 'english-school-java-developer-java', 'school-java-developer-java-developer', 'java-developer-java-developer-kunal', 'developer-java-developer-kunal-it', 'java-developer-kunal-it-services', 'developer-kunal-it-services-pvt', 'kunal-it-services-pvt-ltd', 'it-services-pvt-ltd-skill', 'services-pvt-ltd-skill-details', 'pvt-ltd-skill-details-eclipse', 'ltd-skill-details-eclipse-exprience', 'skill-details-eclipse-exprience-less', 'details-eclipse-exprience-less-1', 'eclipse-exprience-less-1-year', 'exprience-less-1-year-months', 'less-1-year-months-java', '1-year-months-java-exprience', 'year-months-java-exprience-14', 'months-java-exprience-14-months', 'java-exprience-14-months-hibernate', 'exprience-14-months-hibernate-exprience', '14-months-hibernate-exprience-less', 'months-hibernate-exprience-less-1', 'hibernate-exprience-less-1-year', 'exprience-less-1-year-months', 'less-1-year-months-spring', '1-year-months-spring-exprience', 'year-months-spring-exprience-less', 'months-spring-exprience-less-1', 'spring-exprience-less-1-year', 'exprience-less-1-year-months', 'less-1-year-months-jquery', '1-year-months-jquery-exprience', 'year-months-jquery-exprience-less', 'months-jquery-exprience-less-1', 'jquery-exprience-less-1-year', 'exprience-less-1-year-monthscompany', 'less-1-year-monthscompany-details', '1-year-monthscompany-details-company', 'year-monthscompany-details-company-kunal', 'monthscompany-details-company-kunal-it', 'details-company-kunal-it-services', 'company-kunal-it-services-pvt', 'kunal-it-services-pvt-ltd', 'it-services-pvt-ltd-description', 'services-pvt-ltd-description-currently', 'pvt-ltd-description-currently-working', 'ltd-description-currently-working-as', 'description-currently-working-as-java', 'currently-working-as-java-developer', 'working-as-java-developer-in', 'as-java-developer-in-winsol', 'java-developer-in-winsol-solution', 'developer-in-winsol-solution-pvt', 'in-winsol-solution-pvt-ltd', 'winsol-solution-pvt-ltd-from', 'solution-pvt-ltd-from-1', 'pvt-ltd-from-1-july', 'ltd-from-1-july-2017', 'from-1-july-2017-to', '1-july-2017-to-till', 'july-2017-to-till-date', '2017-to-till-date-experience', 'to-till-date-experience-of', 'till-date-experience-of-2', 'date-experience-of-2-yrs', 'experience-of-2-yrs-as', 'of-2-yrs-as-a', '2-yrs-as-a-java', 'yrs-as-a-java-developer', 'as-a-java-developer-in', 'a-java-developer-in-kunal', 'java-developer-in-kunal-it', 'developer-in-kunal-it-services', 'in-kunal-it-services-pvt', 'kunal-it-services-pvt-ltd', 'computer-skills-languages-and-script-jsp', 'skills-languages-and-script-jsp-servlet', 'languages-and-script-jsp-servlet-html', 'and-script-jsp-servlet-html-css', 'script-jsp-servlet-html-css-java', 'jsp-servlet-html-css-java-script', 'servlet-html-css-java-script-jquery', 'html-css-java-script-jquery-ajax', 'css-java-script-jquery-ajax-spring', 'java-script-jquery-ajax-spring-hibernate', 'script-jquery-ajax-spring-hibernate-operating', 'jquery-ajax-spring-hibernate-operating-system', 'ajax-spring-hibernate-operating-system-microsoft', 'spring-hibernate-operating-system-microsoft-windows', 'hibernate-operating-system-microsoft-windows-2003', 'operating-system-microsoft-windows-2003-xp', 'system-microsoft-windows-2003-xp-vista', 'microsoft-windows-2003-xp-vista-7', 'windows-2003-xp-vista-7-8', '2003-xp-vista-7-8-databases', 'xp-vista-7-8-databases-my', 'vista-7-8-databases-my-sql', '7-8-databases-my-sql-concepts', '8-databases-my-sql-concepts-oops', 'databases-my-sql-concepts-oops-core', 'my-sql-concepts-oops-core-java', 'sql-concepts-oops-core-java-advance', 'concepts-oops-core-java-advance-java', 'oops-core-java-advance-java-development', 'core-java-advance-java-development-tool', 'java-advance-java-development-tool-eclipse', 'advance-java-development-tool-eclipse-net', 'java-development-tool-eclipse-net-beans', 'development-tool-eclipse-net-beans-ide', 'tool-eclipse-net-beans-ide-web', 'eclipse-net-beans-ide-web-server', 'net-beans-ide-web-server-apache', 'beans-ide-web-server-apache-tomcat', 'ide-web-server-apache-tomcat-7', 'web-server-apache-tomcat-7-0education', 'server-apache-tomcat-7-0education-details', 'apache-tomcat-7-0education-details-january', 'tomcat-7-0education-details-january-2007', '7-0education-details-january-2007-h', '0education-details-january-2007-h-s', 'details-january-2007-h-s-c', 'january-2007-h-s-c-amravati', '2007-h-s-c-amravati-maharashtra', 'h-s-c-amravati-maharashtra-vidyabharati', 's-c-amravati-maharashtra-vidyabharati-college', 'c-amravati-maharashtra-vidyabharati-college-january', 'amravati-maharashtra-vidyabharati-college-january-2005', 'maharashtra-vidyabharati-college-january-2005-s', 'vidyabharati-college-january-2005-s-s', 'college-january-2005-s-s-c', 'january-2005-s-s-c-amravati', '2005-s-s-c-amravati-maharashtra', 's-s-c-amravati-maharashtra-holy', 's-c-amravati-maharashtra-holy-cross', 'c-amravati-maharashtra-holy-cross-english', 'amravati-maharashtra-holy-cross-english-school', 'maharashtra-holy-cross-english-school-java', 'holy-cross-english-school-java-developer', 'cross-english-school-java-developer-java', 'english-school-java-developer-java-developer', 'school-java-developer-java-developer-kunal', 'java-developer-java-developer-kunal-it', 'developer-java-developer-kunal-it-services', 'java-developer-kunal-it-services-pvt', 'developer-kunal-it-services-pvt-ltd', 'kunal-it-services-pvt-ltd-skill', 'it-services-pvt-ltd-skill-details', 'services-pvt-ltd-skill-details-eclipse', 'pvt-ltd-skill-details-eclipse-exprience', 'ltd-skill-details-eclipse-exprience-less', 'skill-details-eclipse-exprience-less-1', 'details-eclipse-exprience-less-1-year', 'eclipse-exprience-less-1-year-months', 'exprience-less-1-year-months-java', 'less-1-year-months-java-exprience', '1-year-months-java-exprience-14', 'year-months-java-exprience-14-months', 'months-java-exprience-14-months-hibernate', 'java-exprience-14-months-hibernate-exprience', 'exprience-14-months-hibernate-exprience-less', '14-months-hibernate-exprience-less-1', 'months-hibernate-exprience-less-1-year', 'hibernate-exprience-less-1-year-months', 'exprience-less-1-year-months-spring', 'less-1-year-months-spring-exprience', '1-year-months-spring-exprience-less', 'year-months-spring-exprience-less-1', 'months-spring-exprience-less-1-year', 'spring-exprience-less-1-year-months', 'exprience-less-1-year-months-jquery', 'less-1-year-months-jquery-exprience', '1-year-months-jquery-exprience-less', 'year-months-jquery-exprience-less-1', 'months-jquery-exprience-less-1-year', 'jquery-exprience-less-1-year-monthscompany', 'exprience-less-1-year-monthscompany-details', 'less-1-year-monthscompany-details-company', '1-year-monthscompany-details-company-kunal', 'year-monthscompany-details-company-kunal-it', 'monthscompany-details-company-kunal-it-services', 'details-company-kunal-it-services-pvt', 'company-kunal-it-services-pvt-ltd', 'kunal-it-services-pvt-ltd-description', 'it-services-pvt-ltd-description-currently', 'services-pvt-ltd-description-currently-working', 'pvt-ltd-description-currently-working-as', 'ltd-description-currently-working-as-java', 'description-currently-working-as-java-developer', 'currently-working-as-java-developer-in', 'working-as-java-developer-in-winsol', 'as-java-developer-in-winsol-solution', 'java-developer-in-winsol-solution-pvt', 'developer-in-winsol-solution-pvt-ltd', 'in-winsol-solution-pvt-ltd-from', 'winsol-solution-pvt-ltd-from-1', 'solution-pvt-ltd-from-1-july', 'pvt-ltd-from-1-july-2017', 'ltd-from-1-july-2017-to', 'from-1-july-2017-to-till', '1-july-2017-to-till-date', 'july-2017-to-till-date-experience', '2017-to-till-date-experience-of', 'to-till-date-experience-of-2', 'till-date-experience-of-2-yrs', 'date-experience-of-2-yrs-as', 'experience-of-2-yrs-as-a', 'of-2-yrs-as-a-java', '2-yrs-as-a-java-developer', 'yrs-as-a-java-developer-in', 'as-a-java-developer-in-kunal', 'a-java-developer-in-kunal-it', 'java-developer-in-kunal-it-services', 'developer-in-kunal-it-services-pvt', 'in-kunal-it-services-pvt-ltd', 'computer-skills-languages-and-script-jsp-servlet', 'skills-languages-and-script-jsp-servlet-html', 'languages-and-script-jsp-servlet-html-css', 'and-script-jsp-servlet-html-css-java', 'script-jsp-servlet-html-css-java-script', 'jsp-servlet-html-css-java-script-jquery', 'servlet-html-css-java-script-jquery-ajax', 'html-css-java-script-jquery-ajax-spring', 'css-java-script-jquery-ajax-spring-hibernate', 'java-script-jquery-ajax-spring-hibernate-operating', 'script-jquery-ajax-spring-hibernate-operating-system', 'jquery-ajax-spring-hibernate-operating-system-microsoft', 'ajax-spring-hibernate-operating-system-microsoft-windows', 'spring-hibernate-operating-system-microsoft-windows-2003', 'hibernate-operating-system-microsoft-windows-2003-xp', 'operating-system-microsoft-windows-2003-xp-vista', 'system-microsoft-windows-2003-xp-vista-7', 'microsoft-windows-2003-xp-vista-7-8', 'windows-2003-xp-vista-7-8-databases', '2003-xp-vista-7-8-databases-my', 'xp-vista-7-8-databases-my-sql', 'vista-7-8-databases-my-sql-concepts', '7-8-databases-my-sql-concepts-oops', '8-databases-my-sql-concepts-oops-core', 'databases-my-sql-concepts-oops-core-java', 'my-sql-concepts-oops-core-java-advance', 'sql-concepts-oops-core-java-advance-java', 'concepts-oops-core-java-advance-java-development', 'oops-core-java-advance-java-development-tool', 'core-java-advance-java-development-tool-eclipse', 'java-advance-java-development-tool-eclipse-net', 'advance-java-development-tool-eclipse-net-beans', 'java-development-tool-eclipse-net-beans-ide', 'development-tool-eclipse-net-beans-ide-web', 'tool-eclipse-net-beans-ide-web-server', 'eclipse-net-beans-ide-web-server-apache', 'net-beans-ide-web-server-apache-tomcat', 'beans-ide-web-server-apache-tomcat-7', 'ide-web-server-apache-tomcat-7-0education', 'web-server-apache-tomcat-7-0education-details', 'server-apache-tomcat-7-0education-details-january', 'apache-tomcat-7-0education-details-january-2007', 'tomcat-7-0education-details-january-2007-h', '7-0education-details-january-2007-h-s', '0education-details-january-2007-h-s-c', 'details-january-2007-h-s-c-amravati', 'january-2007-h-s-c-amravati-maharashtra', '2007-h-s-c-amravati-maharashtra-vidyabharati', 'h-s-c-amravati-maharashtra-vidyabharati-college', 's-c-amravati-maharashtra-vidyabharati-college-january', 'c-amravati-maharashtra-vidyabharati-college-january-2005', 'amravati-maharashtra-vidyabharati-college-january-2005-s', 'maharashtra-vidyabharati-college-january-2005-s-s', 'vidyabharati-college-january-2005-s-s-c', 'college-january-2005-s-s-c-amravati', 'january-2005-s-s-c-amravati-maharashtra', '2005-s-s-c-amravati-maharashtra-holy', 's-s-c-amravati-maharashtra-holy-cross', 's-c-amravati-maharashtra-holy-cross-english', 'c-amravati-maharashtra-holy-cross-english-school', 'amravati-maharashtra-holy-cross-english-school-java', 'maharashtra-holy-cross-english-school-java-developer', 'holy-cross-english-school-java-developer-java', 'cross-english-school-java-developer-java-developer', 'english-school-java-developer-java-developer-kunal', 'school-java-developer-java-developer-kunal-it', 'java-developer-java-developer-kunal-it-services', 'developer-java-developer-kunal-it-services-pvt', 'java-developer-kunal-it-services-pvt-ltd', 'developer-kunal-it-services-pvt-ltd-skill', 'kunal-it-services-pvt-ltd-skill-details', 'it-services-pvt-ltd-skill-details-eclipse', 'services-pvt-ltd-skill-details-eclipse-exprience', 'pvt-ltd-skill-details-eclipse-exprience-less', 'ltd-skill-details-eclipse-exprience-less-1', 'skill-details-eclipse-exprience-less-1-year', 'details-eclipse-exprience-less-1-year-months', 'eclipse-exprience-less-1-year-months-java', 'exprience-less-1-year-months-java-exprience', 'less-1-year-months-java-exprience-14', '1-year-months-java-exprience-14-months', 'year-months-java-exprience-14-months-hibernate', 'months-java-exprience-14-months-hibernate-exprience', 'java-exprience-14-months-hibernate-exprience-less', 'exprience-14-months-hibernate-exprience-less-1', '14-months-hibernate-exprience-less-1-year', 'months-hibernate-exprience-less-1-year-months', 'hibernate-exprience-less-1-year-months-spring', 'exprience-less-1-year-months-spring-exprience', 'less-1-year-months-spring-exprience-less', '1-year-months-spring-exprience-less-1', 'year-months-spring-exprience-less-1-year', 'months-spring-exprience-less-1-year-months', 'spring-exprience-less-1-year-months-jquery', 'exprience-less-1-year-months-jquery-exprience', 'less-1-year-months-jquery-exprience-less', '1-year-months-jquery-exprience-less-1', 'year-months-jquery-exprience-less-1-year', 'months-jquery-exprience-less-1-year-monthscompany', 'jquery-exprience-less-1-year-monthscompany-details', 'exprience-less-1-year-monthscompany-details-company', 'less-1-year-monthscompany-details-company-kunal', '1-year-monthscompany-details-company-kunal-it', 'year-monthscompany-details-company-kunal-it-services', 'monthscompany-details-company-kunal-it-services-pvt', 'details-company-kunal-it-services-pvt-ltd', 'company-kunal-it-services-pvt-ltd-description', 'kunal-it-services-pvt-ltd-description-currently', 'it-services-pvt-ltd-description-currently-working', 'services-pvt-ltd-description-currently-working-as', 'pvt-ltd-description-currently-working-as-java', 'ltd-description-currently-working-as-java-developer', 'description-currently-working-as-java-developer-in', 'currently-working-as-java-developer-in-winsol', 'working-as-java-developer-in-winsol-solution', 'as-java-developer-in-winsol-solution-pvt', 'java-developer-in-winsol-solution-pvt-ltd', 'developer-in-winsol-solution-pvt-ltd-from', 'in-winsol-solution-pvt-ltd-from-1', 'winsol-solution-pvt-ltd-from-1-july', 'solution-pvt-ltd-from-1-july-2017', 'pvt-ltd-from-1-july-2017-to', 'ltd-from-1-july-2017-to-till', 'from-1-july-2017-to-till-date', '1-july-2017-to-till-date-experience', 'july-2017-to-till-date-experience-of', '2017-to-till-date-experience-of-2', 'to-till-date-experience-of-2-yrs', 'till-date-experience-of-2-yrs-as', 'date-experience-of-2-yrs-as-a', 'experience-of-2-yrs-as-a-java', 'of-2-yrs-as-a-java-developer', '2-yrs-as-a-java-developer-in', 'yrs-as-a-java-developer-in-kunal', 'as-a-java-developer-in-kunal-it', 'a-java-developer-in-kunal-it-services', 'java-developer-in-kunal-it-services-pvt', 'developer-in-kunal-it-services-pvt-ltd', 'computer-skills-languages-and-script-jsp-servlet-html', 'skills-languages-and-script-jsp-servlet-html-css', 'languages-and-script-jsp-servlet-html-css-java', 'and-script-jsp-servlet-html-css-java-script', 'script-jsp-servlet-html-css-java-script-jquery', 'jsp-servlet-html-css-java-script-jquery-ajax', 'servlet-html-css-java-script-jquery-ajax-spring', 'html-css-java-script-jquery-ajax-spring-hibernate', 'css-java-script-jquery-ajax-spring-hibernate-operating', 'java-script-jquery-ajax-spring-hibernate-operating-system', 'script-jquery-ajax-spring-hibernate-operating-system-microsoft', 'jquery-ajax-spring-hibernate-operating-system-microsoft-windows', 'ajax-spring-hibernate-operating-system-microsoft-windows-2003', ...], ['education', 'details', 'january', '2016', 'b', 'e', 'information', 'technology', 'pune', 'maharashtra', 'sawitribai', 'phule', 'pune', 'university', 'java', 'developer', 'java', 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'jdbc-javascript', 'javascript-jquery', 'jquery-ajax', 'ajax-json', 'json-application', 'application-server', 'server-tomcat', 'tomcat-database', 'database-mongodb', 'mongodb-mysql', 'mysql-ides', 'ides-eclipse', 'eclipse-1', '1-project', 'project-title', 'title-expense', 'expense-ledger', 'ledger-role', 'role-java', 'java-developer', 'developer-tools', 'tools-technologies', 'technologies-java', 'java-jsp', 'jsp-servlet', 'servlet-mysql', 'mysql-javascript', 'javascript-json', 'json-jquery', 'jquery-ajax', 'ajax-2', '2-project', 'project-title', 'title-trimurti', 'trimurti-developer', 'developer-realestate', 'realestate-role', 'role-java', 'java-developer', 'developer-tools', 'tools-technologies', 'technologies-java', 'java-jsp', 'jsp-servlet', 'servlet-mysql', 'mysql-javascript', 'javascript-json', 'json-jquery', 'jquery-ajax', 'ajax-3', '3-project', 'project-title', 'title-vimay', 'vimay-enterprise', 'enterprise-role', 'role-java', 'java-developer', 'developer-tools', 'tools-technologies', 'technologies-java', 'java-jsp', 'jsp-spring', 'spring-hibernate', 'hibernate-maven', 'maven-jquery', 'jquery-ajax', 'ajax-company', 'company-higher', 'higher-secondary', 'secondary-school', 'school-description', 'description-pune', 'pune-58', '58-8', 'education-details-january', 'details-january-2016', 'january-2016-b', '2016-b-e', 'b-e-information', 'e-information-technology', 'information-technology-pune', 'technology-pune-maharashtra', 'pune-maharashtra-sawitribai', 'maharashtra-sawitribai-phule', 'sawitribai-phule-pune', 'phule-pune-university', 'pune-university-java', 'university-java-developer', 'java-developer-java', 'developer-java-developer', 'java-developer-vertical', 'developer-vertical-software', 'vertical-software-skill', 'software-skill-details', 'skill-details-company', 'details-company-details', 'company-details-company', 'details-company-vertical', 'company-vertical-software', 'vertical-software-description', 'software-description-expertise', 'description-expertise-design', 'expertise-design-development', 'design-development-web', 'development-web-applications', 'web-applications-using', 'applications-using-j2ee', 'using-j2ee-servlets', 'j2ee-servlets-jsp', 'servlets-jsp-javascript', 'jsp-javascript-html', 'javascript-html-css', 'html-css-jquery', 'css-jquery-ajax', 'jquery-ajax-json', 'ajax-json-experienced', 'json-experienced-developing', 'experienced-developing-applications', 'developing-applications-using', 'applications-using-mvc', 'using-mvc-architecture', 'mvc-architecture-good', 'architecture-good-understanding', 'good-understanding-software', 'understanding-software-development', 'software-development-life', 'development-life-cycle', 'life-cycle-phases', 'cycle-phases-requirement', 'phases-requirement-gathering', 'requirement-gathering-analysis', 'gathering-analysis-design', 'analysis-design-development', 'design-development-unit', 'development-unit-testing', 'unit-testing-languages', 'testing-languages-open', 'languages-open-source', 'open-source-java', 'source-java-j2ee', 'java-j2ee-spring', 'j2ee-spring-hibernate', 'spring-hibernate-frame', 'hibernate-frame-work', 'frame-work-scripting', 'work-scripting-languages', 'scripting-languages-server', 'languages-server-java', 'server-java-jsp', 'java-jsp-servlets', 'jsp-servlets-db', 'servlets-db-connectivity', 'db-connectivity-side', 'connectivity-side-program', 'side-program-jdbc', 'program-jdbc-javascript', 'jdbc-javascript-jquery', 'javascript-jquery-ajax', 'jquery-ajax-json', 'ajax-json-application', 'json-application-server', 'application-server-tomcat', 'server-tomcat-database', 'tomcat-database-mongodb', 'database-mongodb-mysql', 'mongodb-mysql-ides', 'mysql-ides-eclipse', 'ides-eclipse-1', 'eclipse-1-project', '1-project-title', 'project-title-expense', 'title-expense-ledger', 'expense-ledger-role', 'ledger-role-java', 'role-java-developer', 'java-developer-tools', 'developer-tools-technologies', 'tools-technologies-java', 'technologies-java-jsp', 'java-jsp-servlet', 'jsp-servlet-mysql', 'servlet-mysql-javascript', 'mysql-javascript-json', 'javascript-json-jquery', 'json-jquery-ajax', 'jquery-ajax-2', 'ajax-2-project', '2-project-title', 'project-title-trimurti', 'title-trimurti-developer', 'trimurti-developer-realestate', 'developer-realestate-role', 'realestate-role-java', 'role-java-developer', 'java-developer-tools', 'developer-tools-technologies', 'tools-technologies-java', 'technologies-java-jsp', 'java-jsp-servlet', 'jsp-servlet-mysql', 'servlet-mysql-javascript', 'mysql-javascript-json', 'javascript-json-jquery', 'json-jquery-ajax', 'jquery-ajax-3', 'ajax-3-project', '3-project-title', 'project-title-vimay', 'title-vimay-enterprise', 'vimay-enterprise-role', 'enterprise-role-java', 'role-java-developer', 'java-developer-tools', 'developer-tools-technologies', 'tools-technologies-java', 'technologies-java-jsp', 'java-jsp-spring', 'jsp-spring-hibernate', 'spring-hibernate-maven', 'hibernate-maven-jquery', 'maven-jquery-ajax', 'jquery-ajax-company', 'ajax-company-higher', 'company-higher-secondary', 'higher-secondary-school', 'secondary-school-description', 'school-description-pune', 'description-pune-58', 'pune-58-8', 'education-details-january-2016', 'details-january-2016-b', 'january-2016-b-e', '2016-b-e-information', 'b-e-information-technology', 'e-information-technology-pune', 'information-technology-pune-maharashtra', 'technology-pune-maharashtra-sawitribai', 'pune-maharashtra-sawitribai-phule', 'maharashtra-sawitribai-phule-pune', 'sawitribai-phule-pune-university', 'phule-pune-university-java', 'pune-university-java-developer', 'university-java-developer-java', 'java-developer-java-developer', 'developer-java-developer-vertical', 'java-developer-vertical-software', 'developer-vertical-software-skill', 'vertical-software-skill-details', 'software-skill-details-company', 'skill-details-company-details', 'details-company-details-company', 'company-details-company-vertical', 'details-company-vertical-software', 'company-vertical-software-description', 'vertical-software-description-expertise', 'software-description-expertise-design', 'description-expertise-design-development', 'expertise-design-development-web', 'design-development-web-applications', 'development-web-applications-using', 'web-applications-using-j2ee', 'applications-using-j2ee-servlets', 'using-j2ee-servlets-jsp', 'j2ee-servlets-jsp-javascript', 'servlets-jsp-javascript-html', 'jsp-javascript-html-css', 'javascript-html-css-jquery', 'html-css-jquery-ajax', 'css-jquery-ajax-json', 'jquery-ajax-json-experienced', 'ajax-json-experienced-developing', 'json-experienced-developing-applications', 'experienced-developing-applications-using', 'developing-applications-using-mvc', 'applications-using-mvc-architecture', 'using-mvc-architecture-good', 'mvc-architecture-good-understanding', 'architecture-good-understanding-software', 'good-understanding-software-development', 'understanding-software-development-life', 'software-development-life-cycle', 'development-life-cycle-phases', 'life-cycle-phases-requirement', 'cycle-phases-requirement-gathering', 'phases-requirement-gathering-analysis', 'requirement-gathering-analysis-design', 'gathering-analysis-design-development', 'analysis-design-development-unit', 'design-development-unit-testing', 'development-unit-testing-languages', 'unit-testing-languages-open', 'testing-languages-open-source', 'languages-open-source-java', 'open-source-java-j2ee', 'source-java-j2ee-spring', 'java-j2ee-spring-hibernate', 'j2ee-spring-hibernate-frame', 'spring-hibernate-frame-work', 'hibernate-frame-work-scripting', 'frame-work-scripting-languages', 'work-scripting-languages-server', 'scripting-languages-server-java', 'languages-server-java-jsp', 'server-java-jsp-servlets', 'java-jsp-servlets-db', 'jsp-servlets-db-connectivity', 'servlets-db-connectivity-side', 'db-connectivity-side-program', 'connectivity-side-program-jdbc', 'side-program-jdbc-javascript', 'program-jdbc-javascript-jquery', 'jdbc-javascript-jquery-ajax', 'javascript-jquery-ajax-json', 'jquery-ajax-json-application', 'ajax-json-application-server', 'json-application-server-tomcat', 'application-server-tomcat-database', 'server-tomcat-database-mongodb', 'tomcat-database-mongodb-mysql', 'database-mongodb-mysql-ides', 'mongodb-mysql-ides-eclipse', 'mysql-ides-eclipse-1', 'ides-eclipse-1-project', 'eclipse-1-project-title', '1-project-title-expense', 'project-title-expense-ledger', 'title-expense-ledger-role', 'expense-ledger-role-java', 'ledger-role-java-developer', 'role-java-developer-tools', 'java-developer-tools-technologies', 'developer-tools-technologies-java', 'tools-technologies-java-jsp', 'technologies-java-jsp-servlet', 'java-jsp-servlet-mysql', 'jsp-servlet-mysql-javascript', 'servlet-mysql-javascript-json', 'mysql-javascript-json-jquery', 'javascript-json-jquery-ajax', 'json-jquery-ajax-2', 'jquery-ajax-2-project', 'ajax-2-project-title', '2-project-title-trimurti', 'project-title-trimurti-developer', 'title-trimurti-developer-realestate', 'trimurti-developer-realestate-role', 'developer-realestate-role-java', 'realestate-role-java-developer', 'role-java-developer-tools', 'java-developer-tools-technologies', 'developer-tools-technologies-java', 'tools-technologies-java-jsp', 'technologies-java-jsp-servlet', 'java-jsp-servlet-mysql', 'jsp-servlet-mysql-javascript', 'servlet-mysql-javascript-json', 'mysql-javascript-json-jquery', 'javascript-json-jquery-ajax', 'json-jquery-ajax-3', 'jquery-ajax-3-project', 'ajax-3-project-title', '3-project-title-vimay', 'project-title-vimay-enterprise', 'title-vimay-enterprise-role', 'vimay-enterprise-role-java', 'enterprise-role-java-developer', 'role-java-developer-tools', 'java-developer-tools-technologies', 'developer-tools-technologies-java', 'tools-technologies-java-jsp', 'technologies-java-jsp-spring', 'java-jsp-spring-hibernate', 'jsp-spring-hibernate-maven', 'spring-hibernate-maven-jquery', 'hibernate-maven-jquery-ajax', 'maven-jquery-ajax-company', 'jquery-ajax-company-higher', 'ajax-company-higher-secondary', 'company-higher-secondary-school', 'higher-secondary-school-description', 'secondary-school-description-pune', 'school-description-pune-58', 'description-pune-58-8', 'education-details-january-2016-b', 'details-january-2016-b-e', 'january-2016-b-e-information', '2016-b-e-information-technology', 'b-e-information-technology-pune', 'e-information-technology-pune-maharashtra', 'information-technology-pune-maharashtra-sawitribai', 'technology-pune-maharashtra-sawitribai-phule', 'pune-maharashtra-sawitribai-phule-pune', 'maharashtra-sawitribai-phule-pune-university', 'sawitribai-phule-pune-university-java', 'phule-pune-university-java-developer', 'pune-university-java-developer-java', 'university-java-developer-java-developer', 'java-developer-java-developer-vertical', 'developer-java-developer-vertical-software', 'java-developer-vertical-software-skill', 'developer-vertical-software-skill-details', 'vertical-software-skill-details-company', 'software-skill-details-company-details', 'skill-details-company-details-company', 'details-company-details-company-vertical', 'company-details-company-vertical-software', 'details-company-vertical-software-description', 'company-vertical-software-description-expertise', 'vertical-software-description-expertise-design', 'software-description-expertise-design-development', 'description-expertise-design-development-web', 'expertise-design-development-web-applications', 'design-development-web-applications-using', 'development-web-applications-using-j2ee', 'web-applications-using-j2ee-servlets', 'applications-using-j2ee-servlets-jsp', 'using-j2ee-servlets-jsp-javascript', 'j2ee-servlets-jsp-javascript-html', 'servlets-jsp-javascript-html-css', 'jsp-javascript-html-css-jquery', 'javascript-html-css-jquery-ajax', 'html-css-jquery-ajax-json', 'css-jquery-ajax-json-experienced', 'jquery-ajax-json-experienced-developing', 'ajax-json-experienced-developing-applications', 'json-experienced-developing-applications-using', 'experienced-developing-applications-using-mvc', 'developing-applications-using-mvc-architecture', 'applications-using-mvc-architecture-good', 'using-mvc-architecture-good-understanding', 'mvc-architecture-good-understanding-software', 'architecture-good-understanding-software-development', 'good-understanding-software-development-life', 'understanding-software-development-life-cycle', 'software-development-life-cycle-phases', 'development-life-cycle-phases-requirement', 'life-cycle-phases-requirement-gathering', 'cycle-phases-requirement-gathering-analysis', 'phases-requirement-gathering-analysis-design', 'requirement-gathering-analysis-design-development', 'gathering-analysis-design-development-unit', 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'javascript-jquery-ajax-json-application', 'jquery-ajax-json-application-server', 'ajax-json-application-server-tomcat', 'json-application-server-tomcat-database', 'application-server-tomcat-database-mongodb', 'server-tomcat-database-mongodb-mysql', 'tomcat-database-mongodb-mysql-ides', 'database-mongodb-mysql-ides-eclipse', 'mongodb-mysql-ides-eclipse-1', 'mysql-ides-eclipse-1-project', 'ides-eclipse-1-project-title', 'eclipse-1-project-title-expense', '1-project-title-expense-ledger', 'project-title-expense-ledger-role', 'title-expense-ledger-role-java', 'expense-ledger-role-java-developer', 'ledger-role-java-developer-tools', 'role-java-developer-tools-technologies', 'java-developer-tools-technologies-java', 'developer-tools-technologies-java-jsp', 'tools-technologies-java-jsp-servlet', 'technologies-java-jsp-servlet-mysql', 'java-jsp-servlet-mysql-javascript', 'jsp-servlet-mysql-javascript-json', 'servlet-mysql-javascript-json-jquery', 'mysql-javascript-json-jquery-ajax', 'javascript-json-jquery-ajax-2', 'json-jquery-ajax-2-project', 'jquery-ajax-2-project-title', 'ajax-2-project-title-trimurti', '2-project-title-trimurti-developer', 'project-title-trimurti-developer-realestate', 'title-trimurti-developer-realestate-role', 'trimurti-developer-realestate-role-java', 'developer-realestate-role-java-developer', 'realestate-role-java-developer-tools', 'role-java-developer-tools-technologies', 'java-developer-tools-technologies-java', 'developer-tools-technologies-java-jsp', 'tools-technologies-java-jsp-servlet', 'technologies-java-jsp-servlet-mysql', 'java-jsp-servlet-mysql-javascript', 'jsp-servlet-mysql-javascript-json', 'servlet-mysql-javascript-json-jquery', 'mysql-javascript-json-jquery-ajax', 'javascript-json-jquery-ajax-3', 'json-jquery-ajax-3-project', 'jquery-ajax-3-project-title', 'ajax-3-project-title-vimay', '3-project-title-vimay-enterprise', 'project-title-vimay-enterprise-role', 'title-vimay-enterprise-role-java', 'vimay-enterprise-role-java-developer', 'enterprise-role-java-developer-tools', 'role-java-developer-tools-technologies', 'java-developer-tools-technologies-java', 'developer-tools-technologies-java-jsp', 'tools-technologies-java-jsp-spring', 'technologies-java-jsp-spring-hibernate', 'java-jsp-spring-hibernate-maven', 'jsp-spring-hibernate-maven-jquery', 'spring-hibernate-maven-jquery-ajax', 'hibernate-maven-jquery-ajax-company', 'maven-jquery-ajax-company-higher', 'jquery-ajax-company-higher-secondary', 'ajax-company-higher-secondary-school', 'company-higher-secondary-school-description', 'higher-secondary-school-description-pune', 'secondary-school-description-pune-58', 'school-description-pune-58-8', 'education-details-january-2016-b-e', 'details-january-2016-b-e-information', 'january-2016-b-e-information-technology', '2016-b-e-information-technology-pune', 'b-e-information-technology-pune-maharashtra', 'e-information-technology-pune-maharashtra-sawitribai', 'information-technology-pune-maharashtra-sawitribai-phule', 'technology-pune-maharashtra-sawitribai-phule-pune', 'pune-maharashtra-sawitribai-phule-pune-university', 'maharashtra-sawitribai-phule-pune-university-java', 'sawitribai-phule-pune-university-java-developer', 'phule-pune-university-java-developer-java', 'pune-university-java-developer-java-developer', 'university-java-developer-java-developer-vertical', 'java-developer-java-developer-vertical-software', 'developer-java-developer-vertical-software-skill', 'java-developer-vertical-software-skill-details', 'developer-vertical-software-skill-details-company', 'vertical-software-skill-details-company-details', 'software-skill-details-company-details-company', 'skill-details-company-details-company-vertical', 'details-company-details-company-vertical-software', 'company-details-company-vertical-software-description', 'details-company-vertical-software-description-expertise', 'company-vertical-software-description-expertise-design', 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'javascript-exprience-6-monthscompany-details', 'exprience-6-monthscompany-details-company', '6-monthscompany-details-company-salcluster', 'monthscompany-details-company-salcluster-technologies', 'details-company-salcluster-technologies-description', 'company-salcluster-technologies-description-1', 'salcluster-technologies-description-1-i', 'technologies-description-1-i-java', 'description-1-i-java-web', '1-i-java-web-developer', 'i-java-web-developer-2', 'java-web-developer-2-jsp', 'web-developer-2-jsp-servlet', 'developer-2-jsp-servlet-sprinng', '2-jsp-servlet-sprinng-mvc', 'jsp-servlet-sprinng-mvc-technologies', 'skills-1-team-leading-2-self', '1-team-leading-2-self-motivated', 'team-leading-2-self-motivated-3', 'leading-2-self-motivated-3-hard', '2-self-motivated-3-hard-working', 'self-motivated-3-hard-working-strengths', 'motivated-3-hard-working-strengths-ready', '3-hard-working-strengths-ready-learn', 'hard-working-strengths-ready-learn-new', 'working-strengths-ready-learn-new-programming', 'strengths-ready-learn-new-programming-languages', 'ready-learn-new-programming-languages-punctual', 'learn-new-programming-languages-punctual-discipline', 'new-programming-languages-punctual-discipline-respectfulness', 'programming-languages-punctual-discipline-respectfulness-declaration', 'languages-punctual-discipline-respectfulness-declaration-i', 'punctual-discipline-respectfulness-declaration-i-hereby', 'discipline-respectfulness-declaration-i-hereby-inform', 'respectfulness-declaration-i-hereby-inform-statement', 'declaration-i-hereby-inform-statement-made', 'i-hereby-inform-statement-made-true', 'hereby-inform-statement-made-true-best', 'inform-statement-made-true-best-knowledge', 'statement-made-true-best-knowledge-belief', 'made-true-best-knowledge-belief-education', 'true-best-knowledge-belief-education-details', 'best-knowledge-belief-education-details-august', 'knowledge-belief-education-details-august-2014', 'belief-education-details-august-2014-july', 'education-details-august-2014-july-2017', 'details-august-2014-july-2017-mca', 'august-2014-july-2017-mca-computer', '2014-july-2017-mca-computer-sciene', 'july-2017-mca-computer-sciene-amravati', '2017-mca-computer-sciene-amravati-maharashtra', 'mca-computer-sciene-amravati-maharashtra-sgbau', 'computer-sciene-amravati-maharashtra-sgbau-amaravti', 'sciene-amravati-maharashtra-sgbau-amaravti-java', 'amravati-maharashtra-sgbau-amaravti-java-web', 'maharashtra-sgbau-amaravti-java-web-developer', 'sgbau-amaravti-java-web-developer-skill', 'amaravti-java-web-developer-skill-details', 'java-web-developer-skill-details-core', 'web-developer-skill-details-core-java', 'developer-skill-details-core-java-jsp', 'skill-details-core-java-jsp-servlet', 'details-core-java-jsp-servlet-spring', 'core-java-jsp-servlet-spring-hibernate', 'java-jsp-servlet-spring-hibernate-struts', 'jsp-servlet-spring-hibernate-struts-javascript', 'servlet-spring-hibernate-struts-javascript-exprience', 'spring-hibernate-struts-javascript-exprience-6', 'hibernate-struts-javascript-exprience-6-monthscompany', 'struts-javascript-exprience-6-monthscompany-details', 'javascript-exprience-6-monthscompany-details-company', 'exprience-6-monthscompany-details-company-salcluster', '6-monthscompany-details-company-salcluster-technologies', 'monthscompany-details-company-salcluster-technologies-description', 'details-company-salcluster-technologies-description-1', 'company-salcluster-technologies-description-1-i', 'salcluster-technologies-description-1-i-java', 'technologies-description-1-i-java-web', 'description-1-i-java-web-developer', '1-i-java-web-developer-2', 'i-java-web-developer-2-jsp', 'java-web-developer-2-jsp-servlet', 'web-developer-2-jsp-servlet-sprinng', 'developer-2-jsp-servlet-sprinng-mvc', '2-jsp-servlet-sprinng-mvc-technologies', 'skills-1-team-leading-2-self-motivated', '1-team-leading-2-self-motivated-3', 'team-leading-2-self-motivated-3-hard', 'leading-2-self-motivated-3-hard-working', '2-self-motivated-3-hard-working-strengths', 'self-motivated-3-hard-working-strengths-ready', 'motivated-3-hard-working-strengths-ready-learn', '3-hard-working-strengths-ready-learn-new', 'hard-working-strengths-ready-learn-new-programming', 'working-strengths-ready-learn-new-programming-languages', 'strengths-ready-learn-new-programming-languages-punctual', 'ready-learn-new-programming-languages-punctual-discipline', 'learn-new-programming-languages-punctual-discipline-respectfulness', 'new-programming-languages-punctual-discipline-respectfulness-declaration', 'programming-languages-punctual-discipline-respectfulness-declaration-i', 'languages-punctual-discipline-respectfulness-declaration-i-hereby', 'punctual-discipline-respectfulness-declaration-i-hereby-inform', 'discipline-respectfulness-declaration-i-hereby-inform-statement', 'respectfulness-declaration-i-hereby-inform-statement-made', 'declaration-i-hereby-inform-statement-made-true', 'i-hereby-inform-statement-made-true-best', 'hereby-inform-statement-made-true-best-knowledge', 'inform-statement-made-true-best-knowledge-belief', 'statement-made-true-best-knowledge-belief-education', 'made-true-best-knowledge-belief-education-details', 'true-best-knowledge-belief-education-details-august', 'best-knowledge-belief-education-details-august-2014', 'knowledge-belief-education-details-august-2014-july', 'belief-education-details-august-2014-july-2017', 'education-details-august-2014-july-2017-mca', 'details-august-2014-july-2017-mca-computer', 'august-2014-july-2017-mca-computer-sciene', '2014-july-2017-mca-computer-sciene-amravati', 'july-2017-mca-computer-sciene-amravati-maharashtra', '2017-mca-computer-sciene-amravati-maharashtra-sgbau', 'mca-computer-sciene-amravati-maharashtra-sgbau-amaravti', 'computer-sciene-amravati-maharashtra-sgbau-amaravti-java', 'sciene-amravati-maharashtra-sgbau-amaravti-java-web', 'amravati-maharashtra-sgbau-amaravti-java-web-developer', 'maharashtra-sgbau-amaravti-java-web-developer-skill', 'sgbau-amaravti-java-web-developer-skill-details', 'amaravti-java-web-developer-skill-details-core', 'java-web-developer-skill-details-core-java', 'web-developer-skill-details-core-java-jsp', 'developer-skill-details-core-java-jsp-servlet', 'skill-details-core-java-jsp-servlet-spring', 'details-core-java-jsp-servlet-spring-hibernate', 'core-java-jsp-servlet-spring-hibernate-struts', 'java-jsp-servlet-spring-hibernate-struts-javascript', 'jsp-servlet-spring-hibernate-struts-javascript-exprience', 'servlet-spring-hibernate-struts-javascript-exprience-6', 'spring-hibernate-struts-javascript-exprience-6-monthscompany', 'hibernate-struts-javascript-exprience-6-monthscompany-details', 'struts-javascript-exprience-6-monthscompany-details-company', 'javascript-exprience-6-monthscompany-details-company-salcluster', 'exprience-6-monthscompany-details-company-salcluster-technologies', '6-monthscompany-details-company-salcluster-technologies-description', 'monthscompany-details-company-salcluster-technologies-description-1', 'details-company-salcluster-technologies-description-1-i', 'company-salcluster-technologies-description-1-i-java', 'salcluster-technologies-description-1-i-java-web', 'technologies-description-1-i-java-web-developer', 'description-1-i-java-web-developer-2', '1-i-java-web-developer-2-jsp', 'i-java-web-developer-2-jsp-servlet', 'java-web-developer-2-jsp-servlet-sprinng', 'web-developer-2-jsp-servlet-sprinng-mvc', 'developer-2-jsp-servlet-sprinng-mvc-technologies', 'skills-1-team-leading-2-self-motivated-3', '1-team-leading-2-self-motivated-3-hard', 'team-leading-2-self-motivated-3-hard-working', 'leading-2-self-motivated-3-hard-working-strengths', '2-self-motivated-3-hard-working-strengths-ready', 'self-motivated-3-hard-working-strengths-ready-learn', 'motivated-3-hard-working-strengths-ready-learn-new', '3-hard-working-strengths-ready-learn-new-programming', 'hard-working-strengths-ready-learn-new-programming-languages', 'working-strengths-ready-learn-new-programming-languages-punctual', 'strengths-ready-learn-new-programming-languages-punctual-discipline', 'ready-learn-new-programming-languages-punctual-discipline-respectfulness', 'learn-new-programming-languages-punctual-discipline-respectfulness-declaration', 'new-programming-languages-punctual-discipline-respectfulness-declaration-i', 'programming-languages-punctual-discipline-respectfulness-declaration-i-hereby', 'languages-punctual-discipline-respectfulness-declaration-i-hereby-inform', 'punctual-discipline-respectfulness-declaration-i-hereby-inform-statement', 'discipline-respectfulness-declaration-i-hereby-inform-statement-made', 'respectfulness-declaration-i-hereby-inform-statement-made-true', 'declaration-i-hereby-inform-statement-made-true-best', 'i-hereby-inform-statement-made-true-best-knowledge', 'hereby-inform-statement-made-true-best-knowledge-belief', 'inform-statement-made-true-best-knowledge-belief-education', 'statement-made-true-best-knowledge-belief-education-details', 'made-true-best-knowledge-belief-education-details-august', 'true-best-knowledge-belief-education-details-august-2014', 'best-knowledge-belief-education-details-august-2014-july', 'knowledge-belief-education-details-august-2014-july-2017', 'belief-education-details-august-2014-july-2017-mca', 'education-details-august-2014-july-2017-mca-computer', 'details-august-2014-july-2017-mca-computer-sciene', 'august-2014-july-2017-mca-computer-sciene-amravati', '2014-july-2017-mca-computer-sciene-amravati-maharashtra', 'july-2017-mca-computer-sciene-amravati-maharashtra-sgbau', '2017-mca-computer-sciene-amravati-maharashtra-sgbau-amaravti', 'mca-computer-sciene-amravati-maharashtra-sgbau-amaravti-java', 'computer-sciene-amravati-maharashtra-sgbau-amaravti-java-web', 'sciene-amravati-maharashtra-sgbau-amaravti-java-web-developer', 'amravati-maharashtra-sgbau-amaravti-java-web-developer-skill', 'maharashtra-sgbau-amaravti-java-web-developer-skill-details', 'sgbau-amaravti-java-web-developer-skill-details-core', 'amaravti-java-web-developer-skill-details-core-java', 'java-web-developer-skill-details-core-java-jsp', 'web-developer-skill-details-core-java-jsp-servlet', 'developer-skill-details-core-java-jsp-servlet-spring', 'skill-details-core-java-jsp-servlet-spring-hibernate', 'details-core-java-jsp-servlet-spring-hibernate-struts', 'core-java-jsp-servlet-spring-hibernate-struts-javascript', 'java-jsp-servlet-spring-hibernate-struts-javascript-exprience', 'jsp-servlet-spring-hibernate-struts-javascript-exprience-6', 'servlet-spring-hibernate-struts-javascript-exprience-6-monthscompany', 'spring-hibernate-struts-javascript-exprience-6-monthscompany-details', 'hibernate-struts-javascript-exprience-6-monthscompany-details-company', 'struts-javascript-exprience-6-monthscompany-details-company-salcluster', 'javascript-exprience-6-monthscompany-details-company-salcluster-technologies', 'exprience-6-monthscompany-details-company-salcluster-technologies-description', '6-monthscompany-details-company-salcluster-technologies-description-1', 'monthscompany-details-company-salcluster-technologies-description-1-i', 'details-company-salcluster-technologies-description-1-i-java', 'company-salcluster-technologies-description-1-i-java-web', 'salcluster-technologies-description-1-i-java-web-developer', 'technologies-description-1-i-java-web-developer-2', 'description-1-i-java-web-developer-2-jsp', '1-i-java-web-developer-2-jsp-servlet', 'i-java-web-developer-2-jsp-servlet-sprinng', 'java-web-developer-2-jsp-servlet-sprinng-mvc', 'web-developer-2-jsp-servlet-sprinng-mvc-technologies', 'skills-1-team-leading-2-self-motivated-3-hard', '1-team-leading-2-self-motivated-3-hard-working', 'team-leading-2-self-motivated-3-hard-working-strengths', 'leading-2-self-motivated-3-hard-working-strengths-ready', '2-self-motivated-3-hard-working-strengths-ready-learn', 'self-motivated-3-hard-working-strengths-ready-learn-new', 'motivated-3-hard-working-strengths-ready-learn-new-programming', '3-hard-working-strengths-ready-learn-new-programming-languages', 'hard-working-strengths-ready-learn-new-programming-languages-punctual', 'working-strengths-ready-learn-new-programming-languages-punctual-discipline', 'strengths-ready-learn-new-programming-languages-punctual-discipline-respectfulness', 'ready-learn-new-programming-languages-punctual-discipline-respectfulness-declaration', 'learn-new-programming-languages-punctual-discipline-respectfulness-declaration-i', 'new-programming-languages-punctual-discipline-respectfulness-declaration-i-hereby', 'programming-languages-punctual-discipline-respectfulness-declaration-i-hereby-inform', 'languages-punctual-discipline-respectfulness-declaration-i-hereby-inform-statement', 'punctual-discipline-respectfulness-declaration-i-hereby-inform-statement-made', 'discipline-respectfulness-declaration-i-hereby-inform-statement-made-true', 'respectfulness-declaration-i-hereby-inform-statement-made-true-best', 'declaration-i-hereby-inform-statement-made-true-best-knowledge', 'i-hereby-inform-statement-made-true-best-knowledge-belief', 'hereby-inform-statement-made-true-best-knowledge-belief-education', 'inform-statement-made-true-best-knowledge-belief-education-details', 'statement-made-true-best-knowledge-belief-education-details-august', 'made-true-best-knowledge-belief-education-details-august-2014', 'true-best-knowledge-belief-education-details-august-2014-july', 'best-knowledge-belief-education-details-august-2014-july-2017', 'knowledge-belief-education-details-august-2014-july-2017-mca', 'belief-education-details-august-2014-july-2017-mca-computer', 'education-details-august-2014-july-2017-mca-computer-sciene', 'details-august-2014-july-2017-mca-computer-sciene-amravati', 'august-2014-july-2017-mca-computer-sciene-amravati-maharashtra', '2014-july-2017-mca-computer-sciene-amravati-maharashtra-sgbau', 'july-2017-mca-computer-sciene-amravati-maharashtra-sgbau-amaravti', '2017-mca-computer-sciene-amravati-maharashtra-sgbau-amaravti-java', 'mca-computer-sciene-amravati-maharashtra-sgbau-amaravti-java-web', 'computer-sciene-amravati-maharashtra-sgbau-amaravti-java-web-developer', 'sciene-amravati-maharashtra-sgbau-amaravti-java-web-developer-skill', 'amravati-maharashtra-sgbau-amaravti-java-web-developer-skill-details', 'maharashtra-sgbau-amaravti-java-web-developer-skill-details-core', 'sgbau-amaravti-java-web-developer-skill-details-core-java', 'amaravti-java-web-developer-skill-details-core-java-jsp', 'java-web-developer-skill-details-core-java-jsp-servlet', 'web-developer-skill-details-core-java-jsp-servlet-spring', 'developer-skill-details-core-java-jsp-servlet-spring-hibernate', 'skill-details-core-java-jsp-servlet-spring-hibernate-struts', 'details-core-java-jsp-servlet-spring-hibernate-struts-javascript', 'core-java-jsp-servlet-spring-hibernate-struts-javascript-exprience', 'java-jsp-servlet-spring-hibernate-struts-javascript-exprience-6', 'jsp-servlet-spring-hibernate-struts-javascript-exprience-6-monthscompany', 'servlet-spring-hibernate-struts-javascript-exprience-6-monthscompany-details', 'spring-hibernate-struts-javascript-exprience-6-monthscompany-details-company', 'hibernate-struts-javascript-exprience-6-monthscompany-details-company-salcluster', 'struts-javascript-exprience-6-monthscompany-details-company-salcluster-technologies', 'javascript-exprience-6-monthscompany-details-company-salcluster-technologies-description', 'exprience-6-monthscompany-details-company-salcluster-technologies-description-1', '6-monthscompany-details-company-salcluster-technologies-description-1-i', 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'college-april-2010-bsc', 'april-2010-bsc-computer', '2010-bsc-computer-science', 'bsc-computer-science-mumbai', 'computer-science-mumbai-maharashtra', 'science-mumbai-maharashtra-v', 'mumbai-maharashtra-v-k', 'maharashtra-v-k-k', 'v-k-k-menon', 'k-k-menon-college', 'k-menon-college-march', 'menon-college-march-2005', 'college-march-2005-springernature', 'march-2005-springernature-pune', '2005-springernature-pune-maharashtra', 'springernature-pune-maharashtra-s', 'pune-maharashtra-s-v', 'maharashtra-s-v-v', 's-v-v-m', 'v-v-m-school', 'v-m-school-abap', 'm-school-abap-developer', 'school-abap-developer-abap', 'abap-developer-abap-developer', 'developer-abap-developer-sap', 'abap-developer-sap-exposure', 'developer-sap-exposure-skill', 'sap-exposure-skill-details', 'exposure-skill-details-company', 'skill-details-company-details', 'details-company-details-company', 'company-details-company-sap', 'details-company-sap-exposure', 'company-sap-exposure-description', 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'contactor-auxiliary', 'auxiliary-contactor', 'contactor-relay', 'relay-ct', 'ct-pt', 'pt-effecting', 'effecting-preventive', 'preventive-predictive', 'predictive-maintenance', 'maintenance-schedules', 'schedules-equipment', 'equipment-order', 'order-increase', 'increase-uptime', 'uptime-reliability', 'reliability-maintenance', 'maintenance-operation', 'operation-day', 'day-day', 'day-activity', 'activity-operation', 'operation-preventive', 'preventive-maintenance', 'maintenance-day', 'day-day', 'day-breakdown', 'breakdown-maintenance', 'maintenance-conventional', 'conventional-maintaining', 'maintaining-log', 'log-book', 'book-check', 'check-list', 'list-33', '33-22kv', '22kv-main', 'main-feeder', 'feeder-22', '22-11kv', '11kv-distribution', 'distribution-line', 'line-maint', 'maint-h', 'h-t', 't-l', 'l-t', 't-s', 's-s', 's-break', 'break-down', 'down-work', 'work-electrical', 'electrical-safety', 'safety-knowledge', 'knowledge-various', 'various-aspect', 'aspect-safety', 'safety-its', 'its-application', 'application-requirement', 'requirement-familiar', 'familiar-with', 'with-various', 'various-safety', 'safety-equipment', 'equipment-tools', 'tools-lockout', 'lockout-tag', 'tag-electrical', 'electrical-switchgear', 'switchgear-during', 'during-work', 'work-issue', 'issue-work', 'work-permit', 'permit-line', 'line-clearance', 'clearance-work', 'work-electrical', 'electrical-distribution', 'distribution-network', 'network-requirement', 'requirement-proper', 'proper-usage', 'usage-protective', 'protective-equipment', 'equipment-a', 'a-ident', 'ident-statistics', 'education-details-january', 'details-january-2012', 'january-2012-january', '2012-january-2013', 'january-2013-b', '2013-b-e', 'b-e-electrical', 'e-electrical-shivaji', 'electrical-shivaji-university', 'shivaji-university-september', 'university-september-2008', 'september-2008-hsc', '2008-hsc-pune', 'hsc-pune-maharashtra', 'pune-maharashtra-pune', 'maharashtra-pune-university', 'pune-university-july', 'university-july-2006', 'july-2006-ssc', '2006-ssc-pune', 'ssc-pune-maharashtra', 'pune-maharashtra-pune', 'maharashtra-pune-university', 'pune-university-electrical', 'university-electrical-engineer', 'electrical-engineer-electrical', 'engineer-electrical-engineer', 'electrical-engineer-r', 'engineer-r-k', 'r-k-electrical', 'k-electrical-pvt', 'electrical-pvt-ltd', 'pvt-ltd-skill', 'ltd-skill-details', 'skill-details-company', 'details-company-details', 'company-details-company', 'details-company-r', 'company-r-k', 'r-k-electrical', 'k-electrical-pvt', 'electrical-pvt-ltd', 'pvt-ltd-description', 'ltd-description-experience', 'description-experience-1', 'experience-1-year', '1-year-3', 'year-3-months', '3-months-troubleshooting', 'months-troubleshooting-maintenance', 'troubleshooting-maintenance-following', 'maintenance-following-electrical', 'following-electrical-equipment', 'electrical-equipment-all', 'equipment-all-type', 'all-type-maintenance', 'type-maintenance-utility', 'maintenance-utility-electrical', 'utility-electrical-mechanical', 'electrical-mechanical-maintenance', 'mechanical-maintenance-two', 'maintenance-two-625', 'two-625-kva', '625-kva-diesel', 'kva-diesel-generator', 'diesel-generator-set', 'generator-set-kirloskar', 'set-kirloskar-ht', 'kirloskar-ht-lt', 'ht-lt-switchgear', 'lt-switchgear-with', 'switchgear-with-protection', 'with-protection-system', 'protection-system-using', 'system-using-relays', 'using-relays-provision', 'relays-provision-for', 'provision-for-interlocking', 'for-interlocking-c', 'interlocking-c-s', 'c-s-kirloskar', 's-kirloskar-handling', 'kirloskar-handling-ht', 'handling-ht-vacuum', 'ht-vacuum-sf6', 'vacuum-sf6-circuit', 'sf6-circuit-breaker', 'circuit-breaker-transformer', 'breaker-transformer-up', 'transformer-up-5000', 'up-5000-kva', '5000-kva-lt', 'kva-lt-air', 'lt-air-circuit', 'air-circuit-breaker', 'circuit-breaker-2000a', 'breaker-2000a-maintenance', '2000a-maintenance-stp', 'maintenance-stp-wtp', 'stp-wtp-plant', 'wtp-plant-maintenance', 'plant-maintenance-air', 'maintenance-air-blower', 'air-blower-actuators', 'blower-actuators-soft', 'actuators-soft-starter', 'soft-starter-eot', 'starter-eot-crane', 'eot-crane-mono', 'crane-mono-rail', 'mono-rail-centrifugal', 'rail-centrifugal-vertical', 'centrifugal-vertical-pumps', 'vertical-pumps-hydraulic', 'pumps-hydraulic-machine', 'hydraulic-machine-rolling', 'machine-rolling-machine', 'rolling-machine-lath', 'machine-lath-machine', 'lath-machine-drill', 'machine-drill-machine', 'drill-machine-ahu', 'machine-ahu-hvac', 'ahu-hvac-chiller', 'hvac-chiller-etc', 'chiller-etc-basic', 'etc-basic-knowledge', 'basic-knowledge-plc', 'knowledge-plc-scada', 'plc-scada-operation', 'scada-operation-trouble', 'operation-trouble-shooting', 'trouble-shooting-switchgear', 'shooting-switchgear-control', 'switchgear-control-panel', 'control-panel-pump', 'panel-pump-motor', 'pump-motor-maintenance', 'motor-maintenance-ups', 'maintenance-ups-battery', 'ups-battery-charger', 'battery-charger-battery', 'charger-battery-bank', 'battery-bank-motor', 'bank-motor-testing', 'motor-testing-both', 'testing-both-ht', 'both-ht-lt', 'ht-lt-up', 'lt-up-450', 'up-450-kw', '450-kw-monitoring', 'kw-monitoring-controlling', 'monitoring-controlling-110v', 'controlling-110v-control', '110v-control-panel', 'control-panel-relays', 'panel-relays-panel', 'relays-panel-involved', 'panel-involved-fault', 'involved-fault-finding', 'fault-finding-relay', 'finding-relay-resetting', 'relay-resetting-monitoring', 'resetting-monitoring-correcting', 'monitoring-correcting-power', 'correcting-power-factor', 'power-factor-service', 'factor-service-maintenance', 'service-maintenance-up', 'maintenance-up-55', 'up-55-kw', '55-kw-submersible', 'kw-submersible-pump', 'submersible-pump-maintenance', 'pump-maintenance-mcc', 'maintenance-mcc-pcc', 'mcc-pcc-panel', 'pcc-panel-servicing', 'panel-servicing-motor', 'servicing-motor-associated', 'motor-associated-component', 'associated-component-motor', 'component-motor-operated', 'motor-operated-valve', 'operated-valve-problem', 'valve-problem-solving', 'problem-solving-power', 'solving-power-contactor', 'power-contactor-auxiliary', 'contactor-auxiliary-contactor', 'auxiliary-contactor-relay', 'contactor-relay-ct', 'relay-ct-pt', 'ct-pt-effecting', 'pt-effecting-preventive', 'effecting-preventive-predictive', 'preventive-predictive-maintenance', 'predictive-maintenance-schedules', 'maintenance-schedules-equipment', 'schedules-equipment-order', 'equipment-order-increase', 'order-increase-uptime', 'increase-uptime-reliability', 'uptime-reliability-maintenance', 'reliability-maintenance-operation', 'maintenance-operation-day', 'operation-day-day', 'day-day-activity', 'day-activity-operation', 'activity-operation-preventive', 'operation-preventive-maintenance', 'preventive-maintenance-day', 'maintenance-day-day', 'day-day-breakdown', 'day-breakdown-maintenance', 'breakdown-maintenance-conventional', 'maintenance-conventional-maintaining', 'conventional-maintaining-log', 'maintaining-log-book', 'log-book-check', 'book-check-list', 'check-list-33', 'list-33-22kv', '33-22kv-main', '22kv-main-feeder', 'main-feeder-22', 'feeder-22-11kv', '22-11kv-distribution', '11kv-distribution-line', 'distribution-line-maint', 'line-maint-h', 'maint-h-t', 'h-t-l', 't-l-t', 'l-t-s', 't-s-s', 's-s-break', 's-break-down', 'break-down-work', 'down-work-electrical', 'work-electrical-safety', 'electrical-safety-knowledge', 'safety-knowledge-various', 'knowledge-various-aspect', 'various-aspect-safety', 'aspect-safety-its', 'safety-its-application', 'its-application-requirement', 'application-requirement-familiar', 'requirement-familiar-with', 'familiar-with-various', 'with-various-safety', 'various-safety-equipment', 'safety-equipment-tools', 'equipment-tools-lockout', 'tools-lockout-tag', 'lockout-tag-electrical', 'tag-electrical-switchgear', 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'pune-university-july-2006', 'university-july-2006-ssc', 'july-2006-ssc-pune', '2006-ssc-pune-maharashtra', 'ssc-pune-maharashtra-pune', 'pune-maharashtra-pune-university', 'maharashtra-pune-university-electrical', 'pune-university-electrical-engineer', 'university-electrical-engineer-electrical', 'electrical-engineer-electrical-engineer', 'engineer-electrical-engineer-r', 'electrical-engineer-r-k', 'engineer-r-k-electrical', 'r-k-electrical-pvt', 'k-electrical-pvt-ltd', 'electrical-pvt-ltd-skill', 'pvt-ltd-skill-details', 'ltd-skill-details-company', 'skill-details-company-details', 'details-company-details-company', 'company-details-company-r', 'details-company-r-k', 'company-r-k-electrical', 'r-k-electrical-pvt', 'k-electrical-pvt-ltd', 'electrical-pvt-ltd-description', 'pvt-ltd-description-experience', 'ltd-description-experience-1', 'description-experience-1-year', 'experience-1-year-3', '1-year-3-months', 'year-3-months-troubleshooting', '3-months-troubleshooting-maintenance', 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'rail-centrifugal-vertical-pumps', 'centrifugal-vertical-pumps-hydraulic', 'vertical-pumps-hydraulic-machine', 'pumps-hydraulic-machine-rolling', 'hydraulic-machine-rolling-machine', 'machine-rolling-machine-lath', 'rolling-machine-lath-machine', 'machine-lath-machine-drill', 'lath-machine-drill-machine', 'machine-drill-machine-ahu', 'drill-machine-ahu-hvac', 'machine-ahu-hvac-chiller', 'ahu-hvac-chiller-etc', 'hvac-chiller-etc-basic', 'chiller-etc-basic-knowledge', 'etc-basic-knowledge-plc', 'basic-knowledge-plc-scada', 'knowledge-plc-scada-operation', 'plc-scada-operation-trouble', 'scada-operation-trouble-shooting', 'operation-trouble-shooting-switchgear', 'trouble-shooting-switchgear-control', 'shooting-switchgear-control-panel', 'switchgear-control-panel-pump', 'control-panel-pump-motor', 'panel-pump-motor-maintenance', 'pump-motor-maintenance-ups', 'motor-maintenance-ups-battery', 'maintenance-ups-battery-charger', 'ups-battery-charger-battery', 'battery-charger-battery-bank', 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'running-tablespaces', 'tablespaces-online', 'online-monitor', 'monitor-backround', 'backround-processes', 'processes-status', 'status-company', 'company-innovativetechnologies', 'innovativetechnologies-description', 'description-clients', 'clients-banking', 'banking-domain', 'skillset-oracle-dba', 'oracle-dba-mysql', 'dba-mysql-mariadb', 'mysql-mariadb-postgresql', 'mariadb-postgresql-database', 'postgresql-database-administration', 'database-administration-itskills', 'administration-itskills-sql', 'itskills-sql-oracle', 'sql-oracle-10g', 'oracle-10g-11g', '10g-11g-mysql', '11g-mysql-mariadb', 'mysql-mariadb-postgresql', 'mariadb-postgresql-windows', 'postgresql-windows-linux', 'windows-linux-putty', 'linux-putty-education', 'putty-education-details', 'education-details-january', 'details-january-2018', 'january-2018-mcs', '2018-mcs-pune', 'mcs-pune-maharashtra', 'pune-maharashtra-pune', 'maharashtra-pune-university', 'pune-university-database', 'university-database-administrator', 'database-administrator-database', 'administrator-database-administrator', 'database-administrator-infiniteworx', 'administrator-infiniteworx-omnichannel', 'infiniteworx-omnichannel-pvt', 'omnichannel-pvt-ltd', 'pvt-ltd-skill', 'ltd-skill-details', 'skill-details-database', 'details-database-exprience', 'database-exprience-17', 'exprience-17-months', '17-months-mysql', 'months-mysql-exprience', 'mysql-exprience-17', 'exprience-17-months', '17-months-oracle', 'months-oracle-exprience', 'oracle-exprience-17', 'exprience-17-months', '17-months-sql', 'months-sql-exprience', 'sql-exprience-17', 'exprience-17-months', '17-months-database', 'months-database-administration', 'database-administration-exprience', 'administration-exprience-6', 'exprience-6-monthscompany', '6-monthscompany-details', 'monthscompany-details-company', 'details-company-infiniteworx', 'company-infiniteworx-omnichannel', 'infiniteworx-omnichannel-pvt', 'omnichannel-pvt-ltd', 'pvt-ltd-description', 'ltd-description-pune', 'description-pune-sept', 'pune-sept-2017', 'sept-2017-present', '2017-present-responsibilities', 'present-responsibilities-creating', 'responsibilities-creating-tablespaces', 'creating-tablespaces-planning', 'tablespaces-planning-location', 'planning-location-data', 'location-data-monitoring', 'data-monitoring-tablespaces', 'monitoring-tablespaces-growth', 'tablespaces-growth-periodically', 'growth-periodically-all', 'periodically-all-replication', 'all-replication-setup', 'replication-setup-moved', 'setup-moved-database', 'moved-database-schema', 'database-schema-changes', 'schema-changes-stage', 'changes-stage-dba', 'stage-dba-support', 'dba-support-query', 'support-query-resolution', 'query-resolution-creating', 'resolution-creating-user', 'creating-user-giving', 'user-giving-specific', 'giving-specific-privileges', 'specific-privileges-database', 'privileges-database-management', 'database-management-database', 'management-database-recovery', 'database-recovery-moving', 'recovery-moving-data', 'moving-data-files', 'data-files-different', 'files-different-locations', 'different-locations-planning', 'locations-planning-backup', 'planning-backup-policies', 'backup-policies-backup', 'policies-backup-recovery', 'backup-recovery-databases', 'recovery-databases-based', 'databases-based-criticality', 'based-criticality-impo', 'criticality-impo-expo', 'impo-expo-degine', 'expo-degine-schemas', 'degine-schemas-key', 'schemas-key-result', 'key-result-areas', 'result-areas-providing', 'areas-providing-24', 'providing-24-7', '24-7-support', '7-support-resolve', 'support-resolve-database', 'resolve-database-performance', 'database-performance-issues', 'performance-issues-job', 'issues-job-failures', 'job-failures-sessions', 'failures-sessions-diagnose', 'sessions-diagnose-root', 'diagnose-root-causes', 'root-causes-installation', 'causes-installation-configuring', 'installation-configuring-updating', 'configuring-updating-oracle', 'updating-oracle-server', 'oracle-server-software', 'server-software-related', 'software-related-oracle', 'related-oracle-products', 'oracle-products-installation', 'products-installation-configuraing', 'installation-configuraing-updating', 'configuraing-updating-mysql', 'updating-mysql-sql', 'mysql-sql-server', 'sql-server-mariadb', 'server-mariadb-mongodb', 'mariadb-mongodb-supported', 'mongodb-supported-multiple', 'supported-multiple-databases', 'multiple-databases-administered', 'databases-administered-oracle', 'administered-oracle-databases', 'oracle-databases-large', 'databases-large-db', 'large-db-sizes', 'db-sizes-production', 'sizes-production-development', 'production-development-test', 'development-test-setups', 'test-setups-maintaining', 'setups-maintaining-table', 'maintaining-table-spaces', 'table-spaces-data', 'spaces-data-files', 'data-files-control', 'files-control-files', 'control-files-online', 'files-online-redo', 'online-redo-log', 'redo-log-files', 'log-files-creating', 'files-creating-users', 'creating-users-granting', 'users-granting-roles', 'granting-roles-privileges', 'roles-privileges-users', 'privileges-users-managing', 'users-managing-tablespaces', 'managing-tablespaces-different', 'tablespaces-different-users', 'different-users-granting', 'users-granting-quota', 'granting-quota-default', 'quota-default-temporary', 'default-temporary-tablespaces', 'temporary-tablespaces-taking', 'tablespaces-taking-oracle', 'taking-oracle-rman', 'oracle-rman-backups', 'rman-backups-scheduling', 'backups-scheduling-day', 'scheduling-day-wise', 'day-wise-backup', 'wise-backup-implementing', 'backup-implementing-incremental', 'implementing-incremental-cumulative', 'incremental-cumulative-full', 'cumulative-full-rman', 'full-rman-backup', 'rman-backup-database', 'backup-database-space', 'database-space-management', 'space-management-effective', 'management-effective-recovery', 'effective-recovery-logical', 'recovery-logical-backup', 'logical-backup-using', 'backup-using-export', 'using-export-import', 'export-import-datapump', 'import-datapump-export', 'datapump-export-important', 'export-important-tables', 'important-tables-regular', 'tables-regular-intervals', 'regular-intervals-regular', 'intervals-regular-checking', 'regular-checking-trace', 'checking-trace-alert', 'trace-alert-log', 'alert-log-file', 'log-file-ora', 'file-ora-errors', 'ora-errors-working', 'errors-working-incidents', 'working-incidents-like', 'incidents-like-user', 'like-user-creation', 'user-creation-deletion', 'creation-deletion-incidents', 'deletion-incidents-backup', 'incidents-backup-failed', 'backup-failed-incidents', 'failed-incidents-checking', 'incidents-checking-listener', 'checking-listener-status', 'listener-status-connectivity', 'status-connectivity-troubleshooting', 'connectivity-troubleshooting-fixing', 'troubleshooting-fixing-database', 'fixing-database-listener', 'database-listener-issues', 'listener-issues-look', 'issues-look-new', 'look-new-alert', 'new-alert-error', 'alert-error-log', 'error-log-entries', 'log-entries-errors', 'entries-errors-error', 'errors-error-details', 'error-details-trace', 'details-trace-files', 'trace-files-generated', 'files-generated-executing', 'generated-executing-ddl', 'executing-ddl-dml', 'ddl-dml-scripts', 'dml-scripts-per', 'scripts-per-customer', 'per-customer-requirements', 'customer-requirements-mentoring', 'requirements-mentoring-coaching', 'mentoring-coaching-appraising', 'coaching-appraising-team', 'appraising-team-members', 'team-members-active', 'members-active-involvement', 'active-involvement-recruitment', 'involvement-recruitment-process', 'recruitment-process-contributing', 'process-contributing-project', 'contributing-project-documentation', 'project-documentation-generating', 'documentation-generating-daily', 'generating-daily-reports', 'daily-reports-ensuring', 'reports-ensuring-compliance', 'ensuring-compliance-quality', 'compliance-quality-norms', 'quality-norms-taking', 'norms-taking-steps', 'taking-steps-non', 'steps-non-conformance', 'non-conformance-spearheading', 'conformance-spearheading-complete', 'spearheading-complete-project', 'complete-project-activities', 'project-activities-ensuring', 'activities-ensuring-timely', 'ensuring-timely-completion', 'timely-completion-project', 'completion-project-implementing', 'project-implementing-security', 'implementing-security-policies', 'security-policies-different', 'policies-different-database', 'different-database-systems', 'database-systems-granting', 'systems-granting-revoking', 'granting-revoking-privileges', 'revoking-privileges-users', 'privileges-users-following', 'users-following-change', 'following-change-management', 'change-management-processes', 'management-processes-participated', 'processes-participated-related', 'participated-related-meetings', 'related-meetings-verifying', 'meetings-verifying-instances', 'verifying-instances-db', 'instances-db-running', 'db-running-tablespaces', 'running-tablespaces-online', 'tablespaces-online-monitor', 'online-monitor-backround', 'monitor-backround-processes', 'backround-processes-status', 'processes-status-company', 'status-company-innovativetechnologies', 'company-innovativetechnologies-description', 'innovativetechnologies-description-clients', 'description-clients-banking', 'clients-banking-domain', 'skillset-oracle-dba-mysql', 'oracle-dba-mysql-mariadb', 'dba-mysql-mariadb-postgresql', 'mysql-mariadb-postgresql-database', 'mariadb-postgresql-database-administration', 'postgresql-database-administration-itskills', 'database-administration-itskills-sql', 'administration-itskills-sql-oracle', 'itskills-sql-oracle-10g', 'sql-oracle-10g-11g', ...], ['education', 'details', 'january', '2016', 'bsc', 'mumbai', 'maharashtra', 'mumbai', 'university', 'january', '2013', 'h', 's', 'c', 'maharashtra', 'board', 'january', '2011', 's', 's', 'c', 'maharashtra', 'board', 'mysql', 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'maharashtra-board', 'board-january', 'january-2011', '2011-s', 's-s', 's-c', 'c-maharashtra', 'maharashtra-board', 'board-mysql', 'mysql-database', 'database-administrator', 'administrator-2', '2-years', 'years-experience', 'experience-mysql', 'mysql-database', 'database-administrator', 'administrator-mysql', 'mysql-dba', 'dba-skill', 'skill-details', 'details-mysql', 'mysql-dba', 'dba-centos', 'centos-backup', 'backup-restore', 'restore-replication', 'replication-query', 'query-optimazation', 'optimazation-exprience', 'exprience-24', '24-monthscompany', 'monthscompany-details', 'details-company', 'company-trimax', 'trimax-it', 'it-infrastructure', 'infrastructure-services', 'services-ltd', 'ltd-description', 'description-mysql', 'mysql-installation', 'installation-maintenance', 'maintenance-upgrades', 'upgrades-version', 'version-5', '5-5', '5-5', '5-6', '6-mysql', 'mysql-database', 'database-administration', 'administration-large', 'large-scale', 'scale-mysql', 'mysql-installation', 'installation-experience', 'experience-mysql', 'mysql-linux', 'linux-windows', 'windows-mysql', 'mysql-processes', 'processes-security', 'security-management', 'management-queries', 'queries-optimization', 'optimization-performed', 'performed-query', 'query-analysis', 'analysis-slow', 'slow-problematic', 'problematic-queries', 'queries-performed', 'performed-structural', 'structural-changes', 'changes-database', 'database-like', 'like-creating', 'creating-tables', 'tables-adding', 'adding-columns', 'columns-ording', 'ording-business', 'business-requirement', 'requirement-creating', 'creating-maintaining', 'maintaining-database', 'database-maintenance', 'maintenance-plans', 'plans-writing', 'writing-scripts', 'scripts-create', 'create-jobs', 'jobs-backup', 'backup-restore', 'restore-plans', 'plans-working', 'working-myisam', 'myisam-innodb', 'innodb-engine', 'engine-working', 'working-server', 'server-shifting', 'shifting-tuning', 'tuning-parameter', 'parameter-database', 'database-purging', 'purging-working', 'working-mysql', 'mysql-master', 'master-slave', 'slave-replication', 'replication-handling', 'handling-release', 'release-management', 'management-user', 'user-eptance', 'eptance-restore', 'restore-using', 'using-xtrabackup', 'xtrabackup-responsibilities', 'responsibilities-include', 'include-monitoring', 'monitoring-daily', 'daily-weekly', 'weekly-monthly', 'monthly-system', 'system-maintenance', 'maintenance-tasks', 'tasks-database', 'database-backup', 'backup-replication', 'replication-verification', 'verification-database', 'database-integrity', 'integrity-verification', 'verification-indexing', 'indexing-updates', 'updates-work', 'work-24', '24-7', '7-production', 'production-database', 'database-support', 'support-company', 'company-trimax', 'trimax-it', 'it-infrastructure', 'infrastructure-services', 'services-ltd', 'ltd-description', 'description-mysql', 'mysql-installation', 'installation-maintenance', 'maintenance-upgrades', 'upgrades-version', 'version-5', '5-5', '5-5', '5-6', '6-mysql', 'mysql-database', 'database-administration', 'administration-large', 'large-scale', 'scale-mysql', 'mysql-installation', 'installation-experience', 'experience-mysql', 'mysql-linux', 'linux-windows', 'windows-mysql', 'mysql-processes', 'processes-security', 'security-management', 'management-queries', 'queries-optimization', 'optimization-performed', 'performed-query', 'query-analysis', 'analysis-slow', 'slow-problematic', 'problematic-queries', 'queries-performed', 'performed-structural', 'structural-changes', 'changes-database', 'database-like', 'like-creating', 'creating-tables', 'tables-adding', 'adding-columns', 'columns-ording', 'ording-business', 'business-requirement', 'requirement-creating', 'creating-maintaining', 'maintaining-database', 'database-maintenance', 'maintenance-plans', 'plans-writing', 'writing-scripts', 'scripts-create', 'create-jobs', 'jobs-backup', 'backup-restore', 'restore-plans', 'plans-working', 'working-myisam', 'myisam-innodb', 'innodb-engine', 'engine-working', 'working-server', 'server-shifting', 'shifting-tuning', 'tuning-parameter', 'parameter-database', 'database-purging', 'purging-working', 'working-mysql', 'mysql-master', 'master-slave', 'slave-replication', 'replication-handling', 'handling-release', 'release-management', 'management-user', 'user-eptance', 'eptance-restore', 'restore-using', 'using-xtrabackup', 'xtrabackup-responsibilities', 'responsibilities-include', 'include-monitoring', 'monitoring-daily', 'daily-weekly', 'weekly-monthly', 'monthly-system', 'system-maintenance', 'maintenance-tasks', 'tasks-database', 'database-backup', 'backup-replication', 'replication-verification', 'verification-database', 'database-integrity', 'integrity-verification', 'verification-indexing', 'indexing-updates', 'updates-work', 'work-24', '24-7', '7-production', 'production-database', 'database-support', 'education-details-january', 'details-january-2016', 'january-2016-bsc', '2016-bsc-mumbai', 'bsc-mumbai-maharashtra', 'mumbai-maharashtra-mumbai', 'maharashtra-mumbai-university', 'mumbai-university-january', 'university-january-2013', 'january-2013-h', '2013-h-s', 'h-s-c', 's-c-maharashtra', 'c-maharashtra-board', 'maharashtra-board-january', 'board-january-2011', 'january-2011-s', '2011-s-s', 's-s-c', 's-c-maharashtra', 'c-maharashtra-board', 'maharashtra-board-mysql', 'board-mysql-database', 'mysql-database-administrator', 'database-administrator-2', 'administrator-2-years', '2-years-experience', 'years-experience-mysql', 'experience-mysql-database', 'mysql-database-administrator', 'database-administrator-mysql', 'administrator-mysql-dba', 'mysql-dba-skill', 'dba-skill-details', 'skill-details-mysql', 'details-mysql-dba', 'mysql-dba-centos', 'dba-centos-backup', 'centos-backup-restore', 'backup-restore-replication', 'restore-replication-query', 'replication-query-optimazation', 'query-optimazation-exprience', 'optimazation-exprience-24', 'exprience-24-monthscompany', '24-monthscompany-details', 'monthscompany-details-company', 'details-company-trimax', 'company-trimax-it', 'trimax-it-infrastructure', 'it-infrastructure-services', 'infrastructure-services-ltd', 'services-ltd-description', 'ltd-description-mysql', 'description-mysql-installation', 'mysql-installation-maintenance', 'installation-maintenance-upgrades', 'maintenance-upgrades-version', 'upgrades-version-5', 'version-5-5', '5-5-5', '5-5-6', '5-6-mysql', '6-mysql-database', 'mysql-database-administration', 'database-administration-large', 'administration-large-scale', 'large-scale-mysql', 'scale-mysql-installation', 'mysql-installation-experience', 'installation-experience-mysql', 'experience-mysql-linux', 'mysql-linux-windows', 'linux-windows-mysql', 'windows-mysql-processes', 'mysql-processes-security', 'processes-security-management', 'security-management-queries', 'management-queries-optimization', 'queries-optimization-performed', 'optimization-performed-query', 'performed-query-analysis', 'query-analysis-slow', 'analysis-slow-problematic', 'slow-problematic-queries', 'problematic-queries-performed', 'queries-performed-structural', 'performed-structural-changes', 'structural-changes-database', 'changes-database-like', 'database-like-creating', 'like-creating-tables', 'creating-tables-adding', 'tables-adding-columns', 'adding-columns-ording', 'columns-ording-business', 'ording-business-requirement', 'business-requirement-creating', 'requirement-creating-maintaining', 'creating-maintaining-database', 'maintaining-database-maintenance', 'database-maintenance-plans', 'maintenance-plans-writing', 'plans-writing-scripts', 'writing-scripts-create', 'scripts-create-jobs', 'create-jobs-backup', 'jobs-backup-restore', 'backup-restore-plans', 'restore-plans-working', 'plans-working-myisam', 'working-myisam-innodb', 'myisam-innodb-engine', 'innodb-engine-working', 'engine-working-server', 'working-server-shifting', 'server-shifting-tuning', 'shifting-tuning-parameter', 'tuning-parameter-database', 'parameter-database-purging', 'database-purging-working', 'purging-working-mysql', 'working-mysql-master', 'mysql-master-slave', 'master-slave-replication', 'slave-replication-handling', 'replication-handling-release', 'handling-release-management', 'release-management-user', 'management-user-eptance', 'user-eptance-restore', 'eptance-restore-using', 'restore-using-xtrabackup', 'using-xtrabackup-responsibilities', 'xtrabackup-responsibilities-include', 'responsibilities-include-monitoring', 'include-monitoring-daily', 'monitoring-daily-weekly', 'daily-weekly-monthly', 'weekly-monthly-system', 'monthly-system-maintenance', 'system-maintenance-tasks', 'maintenance-tasks-database', 'tasks-database-backup', 'database-backup-replication', 'backup-replication-verification', 'replication-verification-database', 'verification-database-integrity', 'database-integrity-verification', 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'using-vanet-ap', 'vanet-ap-degree', 'ap-degree-project', 'degree-project-name', 'project-name-drowsiness', 'name-drowsiness-detection', 'drowsiness-detection-system', 'detection-system-technology', 'system-technology-used', 'technology-used-python', 'used-python-raspberry', 'python-raspberry-pi', 'raspberry-pi-about', 'pi-about-project', 'about-project-a', 'project-a-system', 'a-system-made', 'system-made-driver', 'made-driver-safety', 'driver-safety-parson', 'safety-parson-driving', 'parson-driving-car', 'driving-car-it', 'car-it-detects', 'it-detects-drowsy', 'detects-drowsy-condition', 'drowsy-condition-parson', 'condition-parson-system', 'parson-system-brings', 'system-brings-alarm', 'brings-alarm-education', 'alarm-education-details', 'education-details-january', 'details-january-2017', 'january-2017-b', '2017-b-e', 'b-e-computer', 'e-computer-engineering', 'computer-engineering-pune', 'engineering-pune-maharashtra', 'pune-maharashtra-sanghavi', 'maharashtra-sanghavi-college', 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'6-months-customer', 'months-customer-relationship', 'customer-relationship-management', 'relationship-management-exprience', 'management-exprience-6', 'exprience-6-monthscompany', '6-monthscompany-details', 'monthscompany-details-company', 'details-company-description', 'company-description-job', 'description-job-description', 'job-description-managing', 'description-managing-mining', 'managing-mining-firm', 'mining-firm-creating', 'firm-creating-smart', 'creating-smart-contract', 'smart-contract-waves', 'contract-waves-ethereum', 'waves-ethereum-platform', 'key-skills-programing-languages', 'skills-programing-languages-c', 'programing-languages-c-c', 'languages-c-c-python', 'c-c-python-apex', 'c-python-apex-visualforce', 'python-apex-visualforce-database', 'apex-visualforce-database-mysql', 'visualforce-database-mysql-framework', 'database-mysql-framework-django', 'mysql-framework-django-technologies', 'framework-django-technologies-salesforce', 'django-technologies-salesforce-com', 'technologies-salesforce-com-administration', 'salesforce-com-administration-development', 'com-administration-development-force', 'administration-development-force-com', 'development-force-com-salesforce', 'force-com-salesforce-crm', 'com-salesforce-crm-blockchain', 'salesforce-crm-blockchain-website', 'crm-blockchain-website-designing', 'blockchain-website-designing-html5', 'website-designing-html5-css3', 'designing-html5-css3-project', 'html5-css3-project-diploma', 'css3-project-diploma-project', 'project-diploma-project-name', 'diploma-project-name-vanet', 'project-name-vanet-virtual', 'name-vanet-virtual-ad', 'vanet-virtual-ad-hoc', 'virtual-ad-hoc-network', 'ad-hoc-network-technology', 'hoc-network-technology-used', 'network-technology-used-java', 'technology-used-java-about', 'used-java-about-project', 'java-about-project-a', 'about-project-a-system', 'project-a-system-made', 'a-system-made-video', 'system-made-video-streaming', 'made-video-streaming-in', 'video-streaming-in-project', 'streaming-in-project-give', 'in-project-give-real', 'project-give-real-time', 'give-real-time-video', 'real-time-video-steaming', 'time-video-steaming-two', 'video-steaming-two-devices', 'steaming-two-devices-using', 'two-devices-using-vanet', 'devices-using-vanet-ap', 'using-vanet-ap-degree', 'vanet-ap-degree-project', 'ap-degree-project-name', 'degree-project-name-drowsiness', 'project-name-drowsiness-detection', 'name-drowsiness-detection-system', 'drowsiness-detection-system-technology', 'detection-system-technology-used', 'system-technology-used-python', 'technology-used-python-raspberry', 'used-python-raspberry-pi', 'python-raspberry-pi-about', 'raspberry-pi-about-project', 'pi-about-project-a', 'about-project-a-system', 'project-a-system-made', 'a-system-made-driver', 'system-made-driver-safety', 'made-driver-safety-parson', 'driver-safety-parson-driving', 'safety-parson-driving-car', 'parson-driving-car-it', 'driving-car-it-detects', 'car-it-detects-drowsy', 'it-detects-drowsy-condition', 'detects-drowsy-condition-parson', 'drowsy-condition-parson-system', 'condition-parson-system-brings', 'parson-system-brings-alarm', 'system-brings-alarm-education', 'brings-alarm-education-details', 'alarm-education-details-january', 'education-details-january-2017', 'details-january-2017-b', 'january-2017-b-e', '2017-b-e-computer', 'b-e-computer-engineering', 'e-computer-engineering-pune', 'computer-engineering-pune-maharashtra', 'engineering-pune-maharashtra-sanghavi', 'pune-maharashtra-sanghavi-college', 'maharashtra-sanghavi-college-engineering', 'sanghavi-college-engineering-january', 'college-engineering-january-2014', 'engineering-january-2014-diploma', 'january-2014-diploma-computer', '2014-diploma-computer-technology', 'diploma-computer-technology-nashik', 'computer-technology-nashik-maharashtra', 'technology-nashik-maharashtra-shree', 'nashik-maharashtra-shree-mahavir', 'maharashtra-shree-mahavir-polytechnic', 'shree-mahavir-polytechnic-january', 'mahavir-polytechnic-january-2010', 'polytechnic-january-2010-s', 'january-2010-s-s', '2010-s-s-c', 's-s-c-nashik', 's-c-nashik-maharashtra', 'c-nashik-maharashtra-c', 'nashik-maharashtra-c-d', 'maharashtra-c-d-o', 'c-d-o-meri', 'd-o-meri-high', 'o-meri-high-school', 'meri-high-school-blockchain', 'high-school-blockchain-developer', 'school-blockchain-developer-skill', 'blockchain-developer-skill-details', 'developer-skill-details-ap', 'skill-details-ap-exprience', 'details-ap-exprience-6', 'ap-exprience-6-months', 'exprience-6-months-apex', '6-months-apex-exprience', 'months-apex-exprience-6', 'apex-exprience-6-months', 'exprience-6-months-c', '6-months-c-exprience', 'months-c-exprience-6', 'c-exprience-6-months', 'exprience-6-months-crm', '6-months-crm-exprience', 'months-crm-exprience-6', 'crm-exprience-6-months', 'exprience-6-months-customer', '6-months-customer-relationship', 'months-customer-relationship-management', 'customer-relationship-management-exprience', 'relationship-management-exprience-6', 'management-exprience-6-monthscompany', 'exprience-6-monthscompany-details', '6-monthscompany-details-company', 'monthscompany-details-company-description', 'details-company-description-job', 'company-description-job-description', 'description-job-description-managing', 'job-description-managing-mining', 'description-managing-mining-firm', 'managing-mining-firm-creating', 'mining-firm-creating-smart', 'firm-creating-smart-contract', 'creating-smart-contract-waves', 'smart-contract-waves-ethereum', 'contract-waves-ethereum-platform', 'key-skills-programing-languages-c', 'skills-programing-languages-c-c', 'programing-languages-c-c-python', 'languages-c-c-python-apex', 'c-c-python-apex-visualforce', 'c-python-apex-visualforce-database', 'python-apex-visualforce-database-mysql', 'apex-visualforce-database-mysql-framework', 'visualforce-database-mysql-framework-django', 'database-mysql-framework-django-technologies', 'mysql-framework-django-technologies-salesforce', 'framework-django-technologies-salesforce-com', 'django-technologies-salesforce-com-administration', 'technologies-salesforce-com-administration-development', 'salesforce-com-administration-development-force', 'com-administration-development-force-com', 'administration-development-force-com-salesforce', 'development-force-com-salesforce-crm', 'force-com-salesforce-crm-blockchain', 'com-salesforce-crm-blockchain-website', 'salesforce-crm-blockchain-website-designing', 'crm-blockchain-website-designing-html5', 'blockchain-website-designing-html5-css3', 'website-designing-html5-css3-project', 'designing-html5-css3-project-diploma', 'html5-css3-project-diploma-project', 'css3-project-diploma-project-name', 'project-diploma-project-name-vanet', 'diploma-project-name-vanet-virtual', 'project-name-vanet-virtual-ad', 'name-vanet-virtual-ad-hoc', 'vanet-virtual-ad-hoc-network', 'virtual-ad-hoc-network-technology', 'ad-hoc-network-technology-used', 'hoc-network-technology-used-java', 'network-technology-used-java-about', 'technology-used-java-about-project', 'used-java-about-project-a', 'java-about-project-a-system', 'about-project-a-system-made', 'project-a-system-made-video', 'a-system-made-video-streaming', 'system-made-video-streaming-in', 'made-video-streaming-in-project', 'video-streaming-in-project-give', 'streaming-in-project-give-real', 'in-project-give-real-time', 'project-give-real-time-video', 'give-real-time-video-steaming', 'real-time-video-steaming-two', 'time-video-steaming-two-devices', 'video-steaming-two-devices-using', 'steaming-two-devices-using-vanet', 'two-devices-using-vanet-ap', 'devices-using-vanet-ap-degree', 'using-vanet-ap-degree-project', 'vanet-ap-degree-project-name', 'ap-degree-project-name-drowsiness', 'degree-project-name-drowsiness-detection', 'project-name-drowsiness-detection-system', 'name-drowsiness-detection-system-technology', 'drowsiness-detection-system-technology-used', 'detection-system-technology-used-python', 'system-technology-used-python-raspberry', 'technology-used-python-raspberry-pi', 'used-python-raspberry-pi-about', 'python-raspberry-pi-about-project', 'raspberry-pi-about-project-a', 'pi-about-project-a-system', 'about-project-a-system-made', 'project-a-system-made-driver', 'a-system-made-driver-safety', 'system-made-driver-safety-parson', 'made-driver-safety-parson-driving', 'driver-safety-parson-driving-car', 'safety-parson-driving-car-it', 'parson-driving-car-it-detects', 'driving-car-it-detects-drowsy', 'car-it-detects-drowsy-condition', 'it-detects-drowsy-condition-parson', 'detects-drowsy-condition-parson-system', 'drowsy-condition-parson-system-brings', 'condition-parson-system-brings-alarm', 'parson-system-brings-alarm-education', 'system-brings-alarm-education-details', 'brings-alarm-education-details-january', 'alarm-education-details-january-2017', 'education-details-january-2017-b', 'details-january-2017-b-e', 'january-2017-b-e-computer', '2017-b-e-computer-engineering', 'b-e-computer-engineering-pune', 'e-computer-engineering-pune-maharashtra', 'computer-engineering-pune-maharashtra-sanghavi', 'engineering-pune-maharashtra-sanghavi-college', 'pune-maharashtra-sanghavi-college-engineering', 'maharashtra-sanghavi-college-engineering-january', 'sanghavi-college-engineering-january-2014', 'college-engineering-january-2014-diploma', 'engineering-january-2014-diploma-computer', 'january-2014-diploma-computer-technology', '2014-diploma-computer-technology-nashik', 'diploma-computer-technology-nashik-maharashtra', 'computer-technology-nashik-maharashtra-shree', 'technology-nashik-maharashtra-shree-mahavir', 'nashik-maharashtra-shree-mahavir-polytechnic', 'maharashtra-shree-mahavir-polytechnic-january', 'shree-mahavir-polytechnic-january-2010', 'mahavir-polytechnic-january-2010-s', 'polytechnic-january-2010-s-s', 'january-2010-s-s-c', '2010-s-s-c-nashik', 's-s-c-nashik-maharashtra', 's-c-nashik-maharashtra-c', 'c-nashik-maharashtra-c-d', 'nashik-maharashtra-c-d-o', 'maharashtra-c-d-o-meri', 'c-d-o-meri-high', 'd-o-meri-high-school', 'o-meri-high-school-blockchain', 'meri-high-school-blockchain-developer', 'high-school-blockchain-developer-skill', 'school-blockchain-developer-skill-details', 'blockchain-developer-skill-details-ap', 'developer-skill-details-ap-exprience', 'skill-details-ap-exprience-6', 'details-ap-exprience-6-months', 'ap-exprience-6-months-apex', 'exprience-6-months-apex-exprience', '6-months-apex-exprience-6', 'months-apex-exprience-6-months', 'apex-exprience-6-months-c', 'exprience-6-months-c-exprience', '6-months-c-exprience-6', 'months-c-exprience-6-months', 'c-exprience-6-months-crm', 'exprience-6-months-crm-exprience', '6-months-crm-exprience-6', 'months-crm-exprience-6-months', 'crm-exprience-6-months-customer', 'exprience-6-months-customer-relationship', '6-months-customer-relationship-management', 'months-customer-relationship-management-exprience', 'customer-relationship-management-exprience-6', 'relationship-management-exprience-6-monthscompany', 'management-exprience-6-monthscompany-details', 'exprience-6-monthscompany-details-company', '6-monthscompany-details-company-description', 'monthscompany-details-company-description-job', 'details-company-description-job-description', 'company-description-job-description-managing', 'description-job-description-managing-mining', 'job-description-managing-mining-firm', 'description-managing-mining-firm-creating', 'managing-mining-firm-creating-smart', 'mining-firm-creating-smart-contract', 'firm-creating-smart-contract-waves', 'creating-smart-contract-waves-ethereum', 'smart-contract-waves-ethereum-platform', 'key-skills-programing-languages-c-c', 'skills-programing-languages-c-c-python', 'programing-languages-c-c-python-apex', 'languages-c-c-python-apex-visualforce', 'c-c-python-apex-visualforce-database', 'c-python-apex-visualforce-database-mysql', 'python-apex-visualforce-database-mysql-framework', 'apex-visualforce-database-mysql-framework-django', 'visualforce-database-mysql-framework-django-technologies', 'database-mysql-framework-django-technologies-salesforce', 'mysql-framework-django-technologies-salesforce-com', 'framework-django-technologies-salesforce-com-administration', 'django-technologies-salesforce-com-administration-development', 'technologies-salesforce-com-administration-development-force', 'salesforce-com-administration-development-force-com', 'com-administration-development-force-com-salesforce', 'administration-development-force-com-salesforce-crm', 'development-force-com-salesforce-crm-blockchain', 'force-com-salesforce-crm-blockchain-website', 'com-salesforce-crm-blockchain-website-designing', 'salesforce-crm-blockchain-website-designing-html5', 'crm-blockchain-website-designing-html5-css3', 'blockchain-website-designing-html5-css3-project', 'website-designing-html5-css3-project-diploma', 'designing-html5-css3-project-diploma-project', 'html5-css3-project-diploma-project-name', 'css3-project-diploma-project-name-vanet', 'project-diploma-project-name-vanet-virtual', 'diploma-project-name-vanet-virtual-ad', 'project-name-vanet-virtual-ad-hoc', 'name-vanet-virtual-ad-hoc-network', 'vanet-virtual-ad-hoc-network-technology', 'virtual-ad-hoc-network-technology-used', 'ad-hoc-network-technology-used-java', 'hoc-network-technology-used-java-about', 'network-technology-used-java-about-project', 'technology-used-java-about-project-a', 'used-java-about-project-a-system', 'java-about-project-a-system-made', 'about-project-a-system-made-video', 'project-a-system-made-video-streaming', 'a-system-made-video-streaming-in', 'system-made-video-streaming-in-project', 'made-video-streaming-in-project-give', 'video-streaming-in-project-give-real', 'streaming-in-project-give-real-time', 'in-project-give-real-time-video', 'project-give-real-time-video-steaming', 'give-real-time-video-steaming-two', 'real-time-video-steaming-two-devices', 'time-video-steaming-two-devices-using', 'video-steaming-two-devices-using-vanet', 'steaming-two-devices-using-vanet-ap', 'two-devices-using-vanet-ap-degree', 'devices-using-vanet-ap-degree-project', 'using-vanet-ap-degree-project-name', 'vanet-ap-degree-project-name-drowsiness', 'ap-degree-project-name-drowsiness-detection', 'degree-project-name-drowsiness-detection-system', 'project-name-drowsiness-detection-system-technology', 'name-drowsiness-detection-system-technology-used', 'drowsiness-detection-system-technology-used-python', 'detection-system-technology-used-python-raspberry', 'system-technology-used-python-raspberry-pi', 'technology-used-python-raspberry-pi-about', 'used-python-raspberry-pi-about-project', 'python-raspberry-pi-about-project-a', 'raspberry-pi-about-project-a-system', 'pi-about-project-a-system-made', 'about-project-a-system-made-driver', 'project-a-system-made-driver-safety', 'a-system-made-driver-safety-parson', 'system-made-driver-safety-parson-driving', 'made-driver-safety-parson-driving-car', 'driver-safety-parson-driving-car-it', 'safety-parson-driving-car-it-detects', 'parson-driving-car-it-detects-drowsy', 'driving-car-it-detects-drowsy-condition', 'car-it-detects-drowsy-condition-parson', 'it-detects-drowsy-condition-parson-system', 'detects-drowsy-condition-parson-system-brings', 'drowsy-condition-parson-system-brings-alarm', 'condition-parson-system-brings-alarm-education', 'parson-system-brings-alarm-education-details', 'system-brings-alarm-education-details-january', 'brings-alarm-education-details-january-2017', 'alarm-education-details-january-2017-b', 'education-details-january-2017-b-e', 'details-january-2017-b-e-computer', 'january-2017-b-e-computer-engineering', '2017-b-e-computer-engineering-pune', 'b-e-computer-engineering-pune-maharashtra', 'e-computer-engineering-pune-maharashtra-sanghavi', 'computer-engineering-pune-maharashtra-sanghavi-college', 'engineering-pune-maharashtra-sanghavi-college-engineering', 'pune-maharashtra-sanghavi-college-engineering-january', 'maharashtra-sanghavi-college-engineering-january-2014', 'sanghavi-college-engineering-january-2014-diploma', 'college-engineering-january-2014-diploma-computer', 'engineering-january-2014-diploma-computer-technology', 'january-2014-diploma-computer-technology-nashik', '2014-diploma-computer-technology-nashik-maharashtra', 'diploma-computer-technology-nashik-maharashtra-shree', 'computer-technology-nashik-maharashtra-shree-mahavir', 'technology-nashik-maharashtra-shree-mahavir-polytechnic', 'nashik-maharashtra-shree-mahavir-polytechnic-january', 'maharashtra-shree-mahavir-polytechnic-january-2010', 'shree-mahavir-polytechnic-january-2010-s', 'mahavir-polytechnic-january-2010-s-s', 'polytechnic-january-2010-s-s-c', 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'january-2011-hsc', '2011-hsc-a', 'hsc-a-k', 'a-k-junior', 'k-junior-college', 'junior-college-january', 'college-january-2009', 'january-2009-ssc', '2009-ssc-a', 'ssc-a-k', 'a-k-mahavidyalya', 'k-mahavidyalya-jr', 'mahavidyalya-jr-testing', 'jr-testing-engineer', 'testing-engineer-jr', 'engineer-jr-testing', 'jr-testing-engineer', 'testing-engineer-m', 'engineer-m-tech', 'm-tech-innovations', 'tech-innovations-ltd', 'innovations-ltd-skill', 'ltd-skill-details', 'skill-details-testing', 'details-testing-exprience', 'testing-exprience-24', 'exprience-24-months', '24-months-windows', 'months-windows-xp', 'windows-xp-exprience', 'xp-exprience-24', 'exprience-24-months', '24-months-css', 'months-css-exprience', 'css-exprience-6', 'exprience-6-months', '6-months-database', 'months-database-exprience', 'database-exprience-6', 'exprience-6-months', '6-months-database', 'months-database-testing', 'database-testing-exprience', 'testing-exprience-6', 'exprience-6-monthscompany', '6-monthscompany-details', 'monthscompany-details-company', 'details-company-m', 'company-m-tech', 'm-tech-innovations', 'tech-innovations-ltd', 'innovations-ltd-description', 'ltd-description-responsibilities', 'description-responsibilities-analyzing', 'responsibilities-analyzing-testing', 'analyzing-testing-requirements', 'testing-requirements-preparing', 'requirements-preparing-test', 'preparing-test-plans', 'test-plans-test', 'plans-test-scenarios', 'test-scenarios-preparing', 'scenarios-preparing-test', 'preparing-test-cases', 'test-cases-executing', 'cases-executing-test', 'executing-test-cases', 'test-cases-tracking', 'cases-tracking-bugs', 'tracking-bugs-coordinating', 'bugs-coordinating-developers', 'coordinating-developers-order', 'developers-order-fix', 'order-fix-preparing', 'fix-preparing-test', 'preparing-test-summary', 'test-summary-reports', 'summary-reports-reporting', 'reports-reporting-quality', 'reporting-quality-manager', 'quality-manager-attending', 'manager-attending-meeting', 'attending-meeting-projects', 'meeting-projects-project', 'projects-project-name', 'project-name-1', 'name-1-web', '1-web-based', 'web-based-time', 'based-time-attendance', 'time-attendance-application', 'attendance-application-environment', 'application-environment-windows', 'environment-windows-7', 'windows-7-vista', '7-vista-windows', 'vista-windows-xp', 'windows-xp-windows', 'xp-windows-8', 'windows-8-windows', '8-windows-10', 'windows-10-clients', '10-clients-mccia', 'clients-mccia-sapphire', 'mccia-sapphire-park', 'sapphire-park-bramha', 'park-bramha-suncity', 'bramha-suncity-wanless', 'suncity-wanless-hospital', 'wanless-hospital-role', 'hospital-role-software', 'role-software-testing', 'software-testing-duration', 'testing-duration-6', 'duration-6-months', '6-months-project', 'months-project-name', 'project-name-android', 'name-android-1', 'android-1-time', '1-time-attendance', 'time-attendance-application', 'attendance-application-2', 'application-2-vehicle', '2-vehicle-tracking', 'vehicle-tracking-system', 'tracking-system-3', 'system-3-vistor', '3-vistor-management', 'vistor-management-system', 'management-system-environment', 'system-environment-android', 'environment-android-mobile', 'android-mobile-android', 'mobile-android-tablet', 'android-tablet-clients', 'tablet-clients-vankan', 'clients-vankan-security', 'vankan-security-role', 'security-role-application', 'role-application-testing', 'application-testing-duration', 'testing-duration-6', 'duration-6-months', '6-months-project', 'months-project-name', 'project-name-1', 'name-1-web', '1-web-based', 'web-based-factory', 'based-factory-automation', 'factory-automation-process', 'automation-process-2', 'process-2-web', '2-web-based', 'web-based-annual', 'based-annual-maintenance', 'annual-maintenance-charges', 'maintenance-charges-environment', 'charges-environment-windows', 'environment-windows-7', 'windows-7-vista', '7-vista-windows', 'vista-windows-xp', 'windows-xp-windows', 'xp-windows-8', 'windows-8-windows', '8-windows-10', 'windows-10-role', '10-role-software', 'role-software-testing', 'software-testing-duration', 'testing-duration-6', 'duration-6-months', '6-months-project', 'months-project-name', 'project-name-web', 'name-web-based', 'web-based-library', 'based-library-management', 'library-management-system', 'management-system-environment', 'system-environment-windows', 'environment-windows-7', 'windows-7-vista', '7-vista-windows', 'vista-windows-xp', 'windows-xp-windows', 'xp-windows-8', 'windows-8-windows', '8-windows-10', 'windows-10-role', '10-role-software', 'role-software-testing', 'software-testing-duration', 'testing-duration-6', 'duration-6-months', 'skill-set-os-windows', 'set-os-windows-xp', 'os-windows-xp-7', 'windows-xp-7-8', 'xp-7-8-8', '7-8-8-1', '8-8-1-10', '8-1-10-database', '1-10-database-mysql', '10-database-mysql-sql', 'database-mysql-sql-server', 'mysql-sql-server-2005', 'sql-server-2005-2008', 'server-2005-2008-2012', '2005-2008-2012-languages', '2008-2012-languages-core', '2012-languages-core-java', 'languages-core-java-web', 'core-java-web-technology', 'java-web-technology-html', 'web-technology-html-css', 'technology-html-css-testing', 'html-css-testing-manual', 'css-testing-manual-testing', 'testing-manual-testing-database', 'manual-testing-database-testing', 'testing-database-testing-other', 'database-testing-other-bug', 'testing-other-bug-tracking', 'other-bug-tracking-reporting', 'bug-tracking-reporting-end', 'tracking-reporting-end-user', 'reporting-end-user-handling', 'end-user-handling-education', 'user-handling-education-details', 'handling-education-details-january', 'education-details-january-2016', 'details-january-2016-mcs', 'january-2016-mcs-pune', '2016-mcs-pune-maharashtra', 'mcs-pune-maharashtra-p', 'pune-maharashtra-p-v', 'maharashtra-p-v-p', 'p-v-p-college', 'v-p-college-pravaranagar', 'p-college-pravaranagar-january', 'college-pravaranagar-january-2011', 'pravaranagar-january-2011-hsc', 'january-2011-hsc-a', '2011-hsc-a-k', 'hsc-a-k-junior', 'a-k-junior-college', 'k-junior-college-january', 'junior-college-january-2009', 'college-january-2009-ssc', 'january-2009-ssc-a', '2009-ssc-a-k', 'ssc-a-k-mahavidyalya', 'a-k-mahavidyalya-jr', 'k-mahavidyalya-jr-testing', 'mahavidyalya-jr-testing-engineer', 'jr-testing-engineer-jr', 'testing-engineer-jr-testing', 'engineer-jr-testing-engineer', 'jr-testing-engineer-m', 'testing-engineer-m-tech', 'engineer-m-tech-innovations', 'm-tech-innovations-ltd', 'tech-innovations-ltd-skill', 'innovations-ltd-skill-details', 'ltd-skill-details-testing', 'skill-details-testing-exprience', 'details-testing-exprience-24', 'testing-exprience-24-months', 'exprience-24-months-windows', '24-months-windows-xp', 'months-windows-xp-exprience', 'windows-xp-exprience-24', 'xp-exprience-24-months', 'exprience-24-months-css', '24-months-css-exprience', 'months-css-exprience-6', 'css-exprience-6-months', 'exprience-6-months-database', '6-months-database-exprience', 'months-database-exprience-6', 'database-exprience-6-months', 'exprience-6-months-database', '6-months-database-testing', 'months-database-testing-exprience', 'database-testing-exprience-6', 'testing-exprience-6-monthscompany', 'exprience-6-monthscompany-details', '6-monthscompany-details-company', 'monthscompany-details-company-m', 'details-company-m-tech', 'company-m-tech-innovations', 'm-tech-innovations-ltd', 'tech-innovations-ltd-description', 'innovations-ltd-description-responsibilities', 'ltd-description-responsibilities-analyzing', 'description-responsibilities-analyzing-testing', 'responsibilities-analyzing-testing-requirements', 'analyzing-testing-requirements-preparing', 'testing-requirements-preparing-test', 'requirements-preparing-test-plans', 'preparing-test-plans-test', 'test-plans-test-scenarios', 'plans-test-scenarios-preparing', 'test-scenarios-preparing-test', 'scenarios-preparing-test-cases', 'preparing-test-cases-executing', 'test-cases-executing-test', 'cases-executing-test-cases', 'executing-test-cases-tracking', 'test-cases-tracking-bugs', 'cases-tracking-bugs-coordinating', 'tracking-bugs-coordinating-developers', 'bugs-coordinating-developers-order', 'coordinating-developers-order-fix', 'developers-order-fix-preparing', 'order-fix-preparing-test', 'fix-preparing-test-summary', 'preparing-test-summary-reports', 'test-summary-reports-reporting', 'summary-reports-reporting-quality', 'reports-reporting-quality-manager', 'reporting-quality-manager-attending', 'quality-manager-attending-meeting', 'manager-attending-meeting-projects', 'attending-meeting-projects-project', 'meeting-projects-project-name', 'projects-project-name-1', 'project-name-1-web', 'name-1-web-based', '1-web-based-time', 'web-based-time-attendance', 'based-time-attendance-application', 'time-attendance-application-environment', 'attendance-application-environment-windows', 'application-environment-windows-7', 'environment-windows-7-vista', 'windows-7-vista-windows', '7-vista-windows-xp', 'vista-windows-xp-windows', 'windows-xp-windows-8', 'xp-windows-8-windows', 'windows-8-windows-10', '8-windows-10-clients', 'windows-10-clients-mccia', '10-clients-mccia-sapphire', 'clients-mccia-sapphire-park', 'mccia-sapphire-park-bramha', 'sapphire-park-bramha-suncity', 'park-bramha-suncity-wanless', 'bramha-suncity-wanless-hospital', 'suncity-wanless-hospital-role', 'wanless-hospital-role-software', 'hospital-role-software-testing', 'role-software-testing-duration', 'software-testing-duration-6', 'testing-duration-6-months', 'duration-6-months-project', '6-months-project-name', 'months-project-name-android', 'project-name-android-1', 'name-android-1-time', 'android-1-time-attendance', '1-time-attendance-application', 'time-attendance-application-2', 'attendance-application-2-vehicle', 'application-2-vehicle-tracking', '2-vehicle-tracking-system', 'vehicle-tracking-system-3', 'tracking-system-3-vistor', 'system-3-vistor-management', '3-vistor-management-system', 'vistor-management-system-environment', 'management-system-environment-android', 'system-environment-android-mobile', 'environment-android-mobile-android', 'android-mobile-android-tablet', 'mobile-android-tablet-clients', 'android-tablet-clients-vankan', 'tablet-clients-vankan-security', 'clients-vankan-security-role', 'vankan-security-role-application', 'security-role-application-testing', 'role-application-testing-duration', 'application-testing-duration-6', 'testing-duration-6-months', 'duration-6-months-project', '6-months-project-name', 'months-project-name-1', 'project-name-1-web', 'name-1-web-based', '1-web-based-factory', 'web-based-factory-automation', 'based-factory-automation-process', 'factory-automation-process-2', 'automation-process-2-web', 'process-2-web-based', '2-web-based-annual', 'web-based-annual-maintenance', 'based-annual-maintenance-charges', 'annual-maintenance-charges-environment', 'maintenance-charges-environment-windows', 'charges-environment-windows-7', 'environment-windows-7-vista', 'windows-7-vista-windows', '7-vista-windows-xp', 'vista-windows-xp-windows', 'windows-xp-windows-8', 'xp-windows-8-windows', 'windows-8-windows-10', '8-windows-10-role', 'windows-10-role-software', '10-role-software-testing', 'role-software-testing-duration', 'software-testing-duration-6', 'testing-duration-6-months', 'duration-6-months-project', '6-months-project-name', 'months-project-name-web', 'project-name-web-based', 'name-web-based-library', 'web-based-library-management', 'based-library-management-system', 'library-management-system-environment', 'management-system-environment-windows', 'system-environment-windows-7', 'environment-windows-7-vista', 'windows-7-vista-windows', '7-vista-windows-xp', 'vista-windows-xp-windows', 'windows-xp-windows-8', 'xp-windows-8-windows', 'windows-8-windows-10', '8-windows-10-role', 'windows-10-role-software', '10-role-software-testing', 'role-software-testing-duration', 'software-testing-duration-6', 'testing-duration-6-months', 'skill-set-os-windows-xp', 'set-os-windows-xp-7', 'os-windows-xp-7-8', 'windows-xp-7-8-8', 'xp-7-8-8-1', '7-8-8-1-10', '8-8-1-10-database', '8-1-10-database-mysql', '1-10-database-mysql-sql', '10-database-mysql-sql-server', 'database-mysql-sql-server-2005', 'mysql-sql-server-2005-2008', 'sql-server-2005-2008-2012', 'server-2005-2008-2012-languages', '2005-2008-2012-languages-core', '2008-2012-languages-core-java', '2012-languages-core-java-web', 'languages-core-java-web-technology', ...]]
'received-customer-feedback-survey' in temp3[0]
True
#training BM25 with our data
bm25 = BM25Okapi(temp3)
# Taking 20 th document for testing and using a statement from it for query
print(C[20])
TECHNICAL QUALIFICATIONS: ⢠Windows, Ms. OfficeEducation Details
LL.B Guwahati, Assam University Law College, Guwahati University
B.Sc Jagiroad, ASSAM, IN Jagiroad College
Morigaon College
Advocate
Advocate - Gauhati High Court
Skill Details
Company Details
company - Gauhati High Court
description - of the Gauhati High Court and other subordinate Courts and Tribunals and Statutory Bodies in Guwahati from 2008. Numerous experiences of Civil, Criminal cases, cases under consumer forum.
⢠Handling a good number of Civil as well as Criminal Matters in District & Sessions Judge Court, Judge Court, C.J.M. Court, and Consumer Forum & also in the High Court.
⢠Working as Executive (Legal) at Hindustan Paper Corporation Limited (A Govt. of India Enterprise), Nagaon Paper Mill since Jan '2012.
STRENGTH:
⢠Adaptability: A penchant to adapt to the conditions & level of the environment accordance with the requirement of the given situation.
⢠Interpersonal: An extrovert to the core, prefer to interact with people of all walks of life and varying strata of society. Ability to quickly establish rapport with others.
⢠Team Work: Enjoy being a part of a group & achieve combined goals.
ROLES AND RESPONSIBILITIES AT HPC LTD
⢠Assisting in briefing counsels on matters relating to Nagaon Paper Mill, Cachar Paper Mill and also Nagaland Pulp and Paper Corporation Ltd.
⢠The task of legal vetting in all NIBs/NITs terms and conditions etc.
⢠Providing Legal views to protect the interest of the Corporation.
⢠Assisting in formulation and drafting of all Disciplinary matters.
⢠Liaisoning with all local bodies and also other forums.
q=cleanResume('An extrovert to the core, prefer to interact with people ')
RequiredWords = nltk.word_tokenize(q)
RequiredWords
['An', 'extrovert', 'to', 'the', 'core', 'prefer', 'to', 'interact', 'with', 'people']
RequiredWords = nltk.word_tokenize(q)
CH=[]
for word in RequiredWords:
if word not in oneSetOfStopWords and word not in string.punctuation:
CH.append(word.lower())
CHQ='-'.join(CH)
CHQ
'an-extrovert-core-prefer-interact-people'
CHQ in temp3[20]
True
# we get similarity scores for all documents
k=bm25.get_scores([CHQ])
k#spellings corrections in resume also
#out of memory-->not much lines in notebook and not more memory while processing Ex ngrams for resume dataset D
array([0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
5.88767882, 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. , 0. , 0. , 0. , 0. ,
0. ])
# formed a dictionary based on thier indexes and thier scores
d=dict()
for i in range(len(k)):
d[i]=k[i]
d
{0: 0.0,
1: 0.0,
2: 0.0,
3: 0.0,
4: 0.0,
5: 0.0,
6: 0.0,
7: 0.0,
8: 0.0,
9: 0.0,
10: 0.0,
11: 0.0,
12: 0.0,
13: 0.0,
14: 0.0,
15: 0.0,
16: 0.0,
17: 0.0,
18: 0.0,
19: 0.0,
20: 5.887678822298297,
21: 0.0,
22: 0.0,
23: 0.0,
24: 0.0,
25: 0.0,
26: 0.0,
27: 0.0,
28: 0.0,
29: 0.0,
30: 0.0,
31: 0.0,
32: 0.0,
33: 0.0,
34: 0.0,
35: 0.0,
36: 0.0,
37: 0.0,
38: 0.0,
39: 0.0,
40: 0.0,
41: 0.0,
42: 0.0,
43: 0.0,
44: 0.0,
45: 0.0,
46: 0.0,
47: 0.0,
48: 0.0,
49: 0.0,
50: 0.0,
51: 0.0,
52: 0.0,
53: 0.0,
54: 0.0,
55: 0.0,
56: 0.0,
57: 0.0,
58: 0.0,
59: 0.0,
60: 0.0,
61: 0.0,
62: 0.0,
63: 0.0,
64: 0.0,
65: 0.0,
66: 0.0,
67: 0.0,
68: 0.0,
69: 0.0,
70: 0.0,
71: 0.0,
72: 0.0,
73: 0.0,
74: 0.0,
75: 0.0,
76: 0.0,
77: 0.0,
78: 0.0,
79: 0.0,
80: 0.0,
81: 0.0,
82: 0.0,
83: 0.0,
84: 0.0,
85: 0.0,
86: 0.0,
87: 0.0,
88: 0.0,
89: 0.0,
90: 0.0,
91: 0.0,
92: 0.0,
93: 0.0,
94: 0.0,
95: 0.0,
96: 0.0,
97: 0.0,
98: 0.0,
99: 0.0,
100: 0.0,
101: 0.0,
102: 0.0,
103: 0.0,
104: 0.0,
105: 0.0,
106: 0.0,
107: 0.0,
108: 0.0,
109: 0.0,
110: 0.0,
111: 0.0,
112: 0.0,
113: 0.0,
114: 0.0,
115: 0.0,
116: 0.0,
117: 0.0,
118: 0.0,
119: 0.0,
120: 0.0,
121: 0.0,
122: 0.0,
123: 0.0,
124: 0.0,
125: 0.0,
126: 0.0,
127: 0.0,
128: 0.0,
129: 0.0,
130: 0.0,
131: 0.0,
132: 0.0,
133: 0.0,
134: 0.0,
135: 0.0,
136: 0.0,
137: 0.0,
138: 0.0,
139: 0.0,
140: 0.0,
141: 0.0,
142: 0.0,
143: 0.0,
144: 0.0,
145: 0.0,
146: 0.0,
147: 0.0,
148: 0.0,
149: 0.0,
150: 0.0,
151: 0.0,
152: 0.0,
153: 0.0,
154: 0.0,
155: 0.0,
156: 0.0,
157: 0.0,
158: 0.0,
159: 0.0,
160: 0.0,
161: 0.0,
162: 0.0,
163: 0.0,
164: 0.0,
165: 0.0}
k1=sorted(k)
k1=k1[::-1]
k1
[5.887678822298297, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0]
#find the indexes with higher relative scores
ef=[]
for j in range(166):
for i in range(166):
if d[i]==k1[j] and d[i]!=0:
ef.append(i)
ef
[20]
# we got 20th document as result,so it's performance is good
#printed that doocument
for i in ef:
print(df1.iloc[i,1])
print('\n'*10)
TECHNICAL QUALIFICATIONS: ⢠Windows, Ms. OfficeEducation Details
LL.B Guwahati, Assam University Law College, Guwahati University
B.Sc Jagiroad, ASSAM, IN Jagiroad College
Morigaon College
Advocate
Advocate - Gauhati High Court
Skill Details
Company Details
company - Gauhati High Court
description - of the Gauhati High Court and other subordinate Courts and Tribunals and Statutory Bodies in Guwahati from 2008. Numerous experiences of Civil, Criminal cases, cases under consumer forum.
⢠Handling a good number of Civil as well as Criminal Matters in District & Sessions Judge Court, Judge Court, C.J.M. Court, and Consumer Forum & also in the High Court.
⢠Working as Executive (Legal) at Hindustan Paper Corporation Limited (A Govt. of India Enterprise), Nagaon Paper Mill since Jan '2012.
STRENGTH:
⢠Adaptability: A penchant to adapt to the conditions & level of the environment accordance with the requirement of the given situation.
⢠Interpersonal: An extrovert to the core, prefer to interact with people of all walks of life and varying strata of society. Ability to quickly establish rapport with others.
⢠Team Work: Enjoy being a part of a group & achieve combined goals.
ROLES AND RESPONSIBILITIES AT HPC LTD
⢠Assisting in briefing counsels on matters relating to Nagaon Paper Mill, Cachar Paper Mill and also Nagaland Pulp and Paper Corporation Ltd.
⢠The task of legal vetting in all NIBs/NITs terms and conditions etc.
⢠Providing Legal views to protect the interest of the Corporation.
⢠Assisting in formulation and drafting of all Disciplinary matters.
⢠Liaisoning with all local bodies and also other forums.
#process in bm25.get_top_n()
#anaconda3\lib\site-packages\rank_bm25.py in get_top_n(self, query, documents, n)
#73 scores = self.get_scores(query)
#74 top_n = np.argsort(scores)[::-1][:n]
#---> 75 return [documents[i] for i in top_n]
# 76
# it just gives the index of correct document in the temp3(trained dataset) and the document corresponding to that index in any given dataset (df3) is retrived
docs=bm25.get_top_n([CHQ],C, n=1)
print(docs[0])
TECHNICAL QUALIFICATIONS: ⢠Windows, Ms. OfficeEducation Details
LL.B Guwahati, Assam University Law College, Guwahati University
B.Sc Jagiroad, ASSAM, IN Jagiroad College
Morigaon College
Advocate
Advocate - Gauhati High Court
Skill Details
Company Details
company - Gauhati High Court
description - of the Gauhati High Court and other subordinate Courts and Tribunals and Statutory Bodies in Guwahati from 2008. Numerous experiences of Civil, Criminal cases, cases under consumer forum.
⢠Handling a good number of Civil as well as Criminal Matters in District & Sessions Judge Court, Judge Court, C.J.M. Court, and Consumer Forum & also in the High Court.
⢠Working as Executive (Legal) at Hindustan Paper Corporation Limited (A Govt. of India Enterprise), Nagaon Paper Mill since Jan '2012.
STRENGTH:
⢠Adaptability: A penchant to adapt to the conditions & level of the environment accordance with the requirement of the given situation.
⢠Interpersonal: An extrovert to the core, prefer to interact with people of all walks of life and varying strata of society. Ability to quickly establish rapport with others.
⢠Team Work: Enjoy being a part of a group & achieve combined goals.
ROLES AND RESPONSIBILITIES AT HPC LTD
⢠Assisting in briefing counsels on matters relating to Nagaon Paper Mill, Cachar Paper Mill and also Nagaland Pulp and Paper Corporation Ltd.
⢠The task of legal vetting in all NIBs/NITs terms and conditions etc.
⢠Providing Legal views to protect the interest of the Corporation.
⢠Assisting in formulation and drafting of all Disciplinary matters.
⢠Liaisoning with all local bodies and also other forums.
#df1[df1["Resume"].isin(docs)]
#Example
#g=g.lower()
#g